---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22295'
abstract:
- lang: eng
  text: 'Despite the functional diversity of over 100 causal genes1,2,3, phenotypic
    convergence across models may reveal common neurobiological processes in autism
    spectrum disorder (ASD). Here we profiled 251 samples from 11 monogenic mouse
    models of ASD using single-nucleus multi-omic sequencing across three developmental
    stages, both sexes and two brain regions. Despite genetic heterogeneity, ASD-linked
    mutations converged on perturbations of the radial glial cell lineage. These alterations
    reflect a transient developmental delay rather than lasting lineage misspecification
    and resolve by postnatal stages. Molecularly, the largest transcriptional differences
    emerged in neurons at early postnatal stages. These changes included downregulation
    of synaptic and ion channel-related genes, consistent with homeostatic adaptation
    or delayed maturation. Network analysis showed molecular convergence across models
    within each developmental stage, suggesting that diverse mutations linked to ASD
    impinge on common, stage-specific processes. Convergence becomes less pronounced
    by postnatal day 14, highlighting the dynamic nature of ASD-associated changes.
    Cross-genotype heterogeneity is superimposed on stage-specific effects. Electrophysiology
    corroborated this pattern: mutants generally showed altered neuronal excitability
    and synaptic properties with model-specific nuances. Our study also highlighted
    sex-specific gene expression alterations, with female mice often displaying larger
    effect sizes than male mice. Together, our findings provide a comprehensive view
    of developmental cellular and molecular dynamics across models of ASD.'
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
acknowledgement: We thank F. Freeman, V. Voronin and M. Ladron de Guevara for technical
  assistance; A. Stichelberger and S. Liegenfeld for the management of our animal
  colony; M. Schunn, C. Gold and the Preclinical Facility team for technical assistance;
  C. Jansen and the Scientific Computing Facility for bioinformatics support and technical
  assistance; the Biomedical Sequencing Facility at CeMM for assistance with next-generation
  sequencing; and J. Lin and T. Krausgruber in the laboratory of C. Bock for support
  with flow cytometry; J. Kirchner for illustrating the multi-omics approach depicted
  in Fig. 1; and all members of the laboratory of G.N. for their support and discussions.
  This study was supported by the Scientific Service Units of ISTA through resources
  provided by the Imaging & Optics Facility and the Laboratory Support Facility. Bulk
  RNA-seq was performed by the Next Generation Sequencing Facility at Vienna BioCenter
  Core Facilities, member of the Vienna BioCenter. This work was supported by a European
  Research Council Consolidator Grant (PR1028ERC02), by SFARI (PR1028SIM02) and by
  the Austrian Science Fund (PE1028W1232 and PR1028FG1803) to G.N. Open access funding
  provided by Institute of Science and Technology (IST Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Lena A
  full_name: Schwarz, Lena A
  id: 29A8453C-F248-11E8-B48F-1D18A9856A87
  last_name: Schwarz
- first_name: Christoph
  full_name: Dotter, Christoph
  id: 4C66542E-F248-11E8-B48F-1D18A9856A87
  last_name: Dotter
  orcid: 0000-0002-9033-9096
- first_name: Sergey
  full_name: Isaev, Sergey
  last_name: Isaev
- first_name: Michela
  full_name: Lisi, Michela
  id: 39383c1b-d3eb-11ef-8d6c-c8cdf4e10c8c
  last_name: Lisi
- first_name: Daniel
  full_name: Malzl, Daniel
  last_name: Malzl
- first_name: Christoph
  full_name: Büschl, Christoph
  id: 2a8c054c-0913-11ee-9159-f8ef515809ed
  last_name: Büschl
- first_name: Sabrina
  full_name: Ladstätter, Sabrina
  last_name: Ladstätter
- first_name: Bárbara
  full_name: Oliveira, Bárbara
  id: 3B03AA1A-F248-11E8-B48F-1D18A9856A87
  last_name: Oliveira
- first_name: Matteo
  full_name: Barel, Matteo
  id: 8959927b-2236-11ed-bd6e-ea83d94ade0e
  last_name: Barel
- first_name: Bernadette
  full_name: Basilico, Bernadette
  id: 36035796-5ACA-11E9-A75E-7AF2E5697425
  last_name: Basilico
  orcid: 0000-0003-1843-3173
- first_name: Chaitanya
  full_name: Chintaluri, Chaitanya
  id: BA06AFEE-A4BA-11EA-AE5C-14673DDC885E
  last_name: Chintaluri
  orcid: 0000-0003-4252-1608
- first_name: Sarah
  full_name: Gorkiewicz, Sarah
  id: f141a35d-15a9-11ec-9fb2-fef6becc7b6f
  last_name: Gorkiewicz
- first_name: Mohammad
  full_name: Goudarzi, Mohammad
  id: 3384113A-F248-11E8-B48F-1D18A9856A87
  last_name: Goudarzi
- first_name: Tereza
  full_name: Belinova, Tereza
  id: 0bf89b6a-d28b-11eb-8bd6-f43768e4d368
  last_name: Belinova
- first_name: Stephan
  full_name: Reichl, Stephan
  last_name: Reichl
- first_name: Gintarė
  full_name: Sendžikaitė, Gintarė
  id: dd6d52f2-c50d-11eb-9548-bcf0ff82b344
  last_name: Sendžikaitė
- first_name: Satish
  full_name: Arcot Jayaram, Satish
  id: b0bbee33-09f7-11eb-909c-8b358058d28a
  last_name: Arcot Jayaram
  orcid: 0000-0002-2479-2669
- first_name: Peter
  full_name: Koppensteiner, Peter
  id: 3B8B25A8-F248-11E8-B48F-1D18A9856A87
  last_name: Koppensteiner
  orcid: 0000-0002-3509-1948
- first_name: Christoph M
  full_name: Sommer, Christoph M
  id: 4DF26D8C-F248-11E8-B48F-1D18A9856A87
  last_name: Sommer
  orcid: 0000-0003-1216-9105
- first_name: Tim P
  full_name: Vogels, Tim P
  id: CB6FF8D2-008F-11EA-8E08-2637E6697425
  last_name: Vogels
  orcid: 0000-0003-3295-6181
- first_name: Jörg
  full_name: Menche, Jörg
  last_name: Menche
- first_name: Igor
  full_name: Adameyko, Igor
  last_name: Adameyko
- first_name: Peter Vasili
  full_name: Kharchenko, Peter Vasili
  id: 0095641e-7eb7-11f1-8665-aec51a2ab5e0
  last_name: Kharchenko
- first_name: Christoph
  full_name: Bock, Christoph
  last_name: Bock
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
citation:
  ama: Schwarz LA, Dotter C, Isaev S, et al. Cortical development dynamics across
    autism spectrum disorder mouse models. <i>Nature</i>. 2026. doi:<a href="https://doi.org/10.1038/s41586-026-10679-1">10.1038/s41586-026-10679-1</a>
  apa: Schwarz, L. A., Dotter, C., Isaev, S., Lisi, M., Malzl, D., Büschl, C., … Novarino,
    G. (2026). Cortical development dynamics across autism spectrum disorder mouse
    models. <i>Nature</i>. Springer Nature. <a href="https://doi.org/10.1038/s41586-026-10679-1">https://doi.org/10.1038/s41586-026-10679-1</a>
  chicago: Schwarz, Lena A, Christoph Dotter, Sergey Isaev, Michela Lisi, Daniel Malzl,
    Christoph Büschl, Sabrina Ladstätter, et al. “Cortical Development Dynamics across
    Autism Spectrum Disorder Mouse Models.” <i>Nature</i>. Springer Nature, 2026.
    <a href="https://doi.org/10.1038/s41586-026-10679-1">https://doi.org/10.1038/s41586-026-10679-1</a>.
  ieee: L. A. Schwarz <i>et al.</i>, “Cortical development dynamics across autism
    spectrum disorder mouse models,” <i>Nature</i>. Springer Nature, 2026.
  ista: Schwarz LA, Dotter C, Isaev S, Lisi M, Malzl D, Büschl C, Ladstätter S, Oliveira
    B, Barel M, Basilico B, Chintaluri C, Gorkiewicz S, Goudarzi M, Belinova T, Reichl
    S, Sendžikaitė G, Arcot Jayaram S, Koppensteiner P, Sommer CM, Vogels TP, Menche
    J, Adameyko I, Kharchenko PV, Bock C, Novarino G. 2026. Cortical development dynamics
    across autism spectrum disorder mouse models. Nature.
  mla: Schwarz, Lena A., et al. “Cortical Development Dynamics across Autism Spectrum
    Disorder Mouse Models.” <i>Nature</i>, Springer Nature, 2026, doi:<a href="https://doi.org/10.1038/s41586-026-10679-1">10.1038/s41586-026-10679-1</a>.
  short: L.A. Schwarz, C. Dotter, S. Isaev, M. Lisi, D. Malzl, C. Büschl, S. Ladstätter,
    B. Oliveira, M. Barel, B. Basilico, C. Chintaluri, S. Gorkiewicz, M. Goudarzi,
    T. Belinova, S. Reichl, G. Sendžikaitė, S. Arcot Jayaram, P. Koppensteiner, C.M.
    Sommer, T.P. Vogels, J. Menche, I. Adameyko, P.V. Kharchenko, C. Bock, G. Novarino,
    Nature (2026).
corr_author: '1'
dataavailabilitystatement: Single-nucleus multiomics data are available from the Gene
  Expression Omnibus (GSE328363). The mm10 reference genome was used for the alignment
  (refdata-cellranger-arc-mm10-2020-A-2.0.0, obtained from https://cf.10xgenomics.com/supp/cell-arc/refdata-cellranger-arc-mm10-2020-A-2.0.0.tar.gz).
  Single-cell data can be accessed and visualized through a CELLxGENE database (https://adameykolab.hifo.meduniwien.ac.at/cellxgene_public/filecrawl/.2026_Nature_Schwarz).
  Source data are provided with this paper. Scripts and analyses that support the
  main findings of this study are accessible in a GitHub repository (https://git.ista.ac.at/research-sofware/mouseome).
date_created: 2026-07-13T09:47:21Z
date_published: 2026-06-17T00:00:00Z
date_updated: 2026-08-04T09:29:55Z
day: '17'
ddc:
- '570'
department:
- _id: AnKi
- _id: GaNo
- _id: TiVo
- _id: ScienComp
- _id: GradSch
- _id: Bio
- _id: PreCl
doi: 10.1038/s41586-026-10679-1
external_id:
  pmid:
  - '42310454'
fulldoi: https://doi.org/10.1038/s41586-026-10679-1
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s41586-026-10679-1
month: '06'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 34ba8964-11ca-11ed-8bc3-e15864e7e9a6
  grant_number: '101044865'
  name: Toward an understanding of the brain interstitial system and the extracellular
    proteome in health and autism spectrum disorders
- _id: 9B91375C-BA93-11EA-9121-9846C619BF3A
  grant_number: '707964'
  name: Critical windows and reversibility of ASD associated with mutations in chromatin
    remodelers
- _id: 2548AE96-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232
  name: Molecular Drug Targets
- _id: ebb38b5d-77a9-11ec-83b8-a42e08120a88
  grant_number: FG1803 49015
  name: Neurobiology of anxiety in autism spectrum disorders
publication: Nature
publication_identifier:
  eissn:
  - 1476-4687
  issn:
  - 0028-0836
publication_status: epub_ahead
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA website
    relation: press_release
    url: https://ista.ac.at/en/news/patterns-in-genetic-chaos/
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Cortical development dynamics across autism spectrum disorder mouse models
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22268'
abstract:
- lang: eng
  text: AlphaFold3 predicts highly accurate protein structures from sequence but tends
    to collapse to a single dominant conformation, even when the underlying structure
    is inherently heterogeneous. Moreover, its predictions are oblivious to experimental
    conditions that can alter local sequence conformation. In this work, we show that
    AlphaFold3 can be guided to match data obtained by nuclear magnetic resonance
    (NMR) spectroscopy, X-ray crystallography and cryogenic electron microscopy (cryo-EM)
    experiments and combinations thereof. Our approach can also incorporate data that
    explicitly report on dynamics, such as site-resolved order parameters. We demonstrate
    that this methodology generates compact structural ensembles whose ensemble-averaged
    observables agree with experiment, with fewer distance restraint violations than
    traditionally resolved NMR structures and with unmodeled alternate conformations
    uncovered in electron density. This methodology paves the way for experimentally
    aware predictive models that generate structural ensembles consistent with the
    measurements, potentially over multiple modalities, and that can be further refined
    toward thermodynamically grounded ensembles by incorporating energetics.
acknowledgement: A. Marx acknowledges the financial support of the Helmsley Fellowships
  Program for Sustainability and Health. A.M.B. and P.S. are supported by the Institute
  of Science and Technology Austria Internal Project Call grant Generative Protein
  NMR. S.V. was supported in part by funding from the Eric and Wendy Schmidt Center
  at the Broad Institute of MIT and Harvard. Open access funding provided by Institute
  of Science and Technology (IST Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Sai A
  full_name: Maddipatla, Sai A
  id: e957f5e5-91c9-11f0-a95f-e090f66ecb4d
  last_name: Maddipatla
- first_name: Nadav E
  full_name: Sellam, Nadav E
  id: ef280fe0-91c9-11f0-a95f-8dea3f5bc513
  last_name: Sellam
- first_name: Meital I
  full_name: Bojan, Meital I
  id: 11d88cf5-91ca-11f0-a95f-edf9f08f47b7
  last_name: Bojan
- first_name: Vova
  full_name: Masalitin, Vova
  id: ff7958eb-91c9-11f0-a95f-f3bf65828cf6
  last_name: Masalitin
- first_name: Sanketh
  full_name: Vedula, Sanketh
  last_name: Vedula
- first_name: Paul
  full_name: Schanda, Paul
  id: 7B541462-FAF6-11E9-A490-E8DFE5697425
  last_name: Schanda
  orcid: 0000-0002-9350-7606
- first_name: Ailie
  full_name: Marx, Ailie
  last_name: Marx
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
citation:
  ama: Maddipatla SA, Sellam NE, Bojan MI, et al. Experiment-guided AlphaFold3 resolves
    measurement-consistent protein ensembles. <i>Nature Biotechnology</i>. 2026. doi:<a
    href="https://doi.org/10.1038/s41587-026-03166-5">10.1038/s41587-026-03166-5</a>
  apa: Maddipatla, S. A., Sellam, N. E., Bojan, M. I., Masalitin, V., Vedula, S.,
    Schanda, P., … Bronstein, A. M. (2026). Experiment-guided AlphaFold3 resolves
    measurement-consistent protein ensembles. <i>Nature Biotechnology</i>. Springer
    Nature. <a href="https://doi.org/10.1038/s41587-026-03166-5">https://doi.org/10.1038/s41587-026-03166-5</a>
  chicago: Maddipatla, Sai A, Nadav E Sellam, Meital I Bojan, Vova Masalitin, Sanketh
    Vedula, Paul Schanda, Ailie Marx, and Alex M. Bronstein. “Experiment-Guided AlphaFold3
    Resolves Measurement-Consistent Protein Ensembles.” <i>Nature Biotechnology</i>.
    Springer Nature, 2026. <a href="https://doi.org/10.1038/s41587-026-03166-5">https://doi.org/10.1038/s41587-026-03166-5</a>.
  ieee: S. A. Maddipatla <i>et al.</i>, “Experiment-guided AlphaFold3 resolves measurement-consistent
    protein ensembles,” <i>Nature Biotechnology</i>. Springer Nature, 2026.
  ista: Maddipatla SA, Sellam NE, Bojan MI, Masalitin V, Vedula S, Schanda P, Marx
    A, Bronstein AM. 2026. Experiment-guided AlphaFold3 resolves measurement-consistent
    protein ensembles. Nature Biotechnology.
  mla: Maddipatla, Sai A., et al. “Experiment-Guided AlphaFold3 Resolves Measurement-Consistent
    Protein Ensembles.” <i>Nature Biotechnology</i>, Springer Nature, 2026, doi:<a
    href="https://doi.org/10.1038/s41587-026-03166-5">10.1038/s41587-026-03166-5</a>.
  short: S.A. Maddipatla, N.E. Sellam, M.I. Bojan, V. Masalitin, S. Vedula, P. Schanda,
    A. Marx, A.M. Bronstein, Nature Biotechnology (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: All structures and metrics reported in this paper are openly
  available on Harvard Dataverse - https://doi.org/10.7910/DVN/PLYUHN. All code is
  openly available on GitHub (https://github.com/sai-advaith/guided_alphafold); the
  version used for this paper (version 0.9.1) is permanently archived on Zenodo https://doi.org/10.5281/zenodo.17307005
date_created: 2026-07-12T22:02:19Z
date_published: 2026-06-29T00:00:00Z
date_updated: 2026-08-04T09:25:18Z
day: '29'
ddc:
- '570'
department:
- _id: PaSc
- _id: AlBr
- _id: GradSch
doi: 10.1038/s41587-026-03166-5
external_id:
  pmid:
  - '42374114'
fulldoi: https://doi.org/10.1038/s41587-026-03166-5
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s41587-026-03166-5
month: '06'
oa: 1
oa_version: Published Version
pmid: 1
publication: Nature Biotechnology
publication_identifier:
  eissn:
  - 1546-1696
  issn:
  - 1087-0156
publication_status: epub_ahead
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA website
    relation: press_release
    url: https://ista.ac.at/en/news/toward-experiment-guided-alphafold/
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Experiment-guided AlphaFold3 resolves measurement-consistent protein ensembles
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '21987'
abstract:
- lang: eng
  text: 'We introduce JODIE, a genetic joint modeling approach that estimates how
    DNA loci influence human traits by partitioning genetic effects into four components:
    direct effects (from a child’s alleles), indirect maternal and paternal effects
    (from parents’ alleles), and parent-of-origin (PofO) effects (dependent on parental
    transmission of alleles), while uniquely accounting for assortative mating. We
    analyze 30,000 child-mother-father trios from the Estonian Biobank and the Norwegian
    Mother, Father, and Child Cohort, focusing on height, body mass index, and childhood
    educational test scores. We find direct effects to be the largest contributor
    to trait variation, but combined, indirect parental and PofO effects are similarly
    substantial. We support our results by within-family genome-wide association testing
    and identify 276 independently associated DNA regions with a complex interplay
    between direct, indirect, and PofO effects. By joint modeling, we show that direct,
    indirect, and PofO effects collectively shape human phenotypic variation across
    loci genome-wide.'
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "We thank Zoltan Kutalik, Peter Visscher, and members of the Robinson
  group at ISTA for their comments, which improved this manuscript. This work was
  funded by an SNSF Eccellenza Grant to M.R.R. (PCEGP3-181181) and by core funding
  from the Institute of Science and Technology Austria.\r\nThe Norwegian Mother, Father,
  and Child Cohort Study is supported by the Norwegian Ministry of Health and Care
  Services and the Ministry of Education and Research. We are grateful to all the
  participating families in Norway who take part in this on-going cohort study. We
  thank the Norwegian Institute of Public Health (NIPH) for generating high-quality
  genomic data. The research is part of the HARVEST collaboration, supported by the
  Research Council of Norway (#229624). We also thank the NORMENT Center for providing
  genotype data, funded by the Research Council of Norway (#223273), South East Norway
  Health Authorities, and Stiftelsen Kristian Gerhard Jebsen, and in collaboration
  with deCODE Genetics. We further thank the Center for Diabetes Research, the University
  of Bergen for providing genotype data funded by the ERC AdG project SELECTionPREDISPOSED,
  Stiftelsen Kristian Gerhard Jebsen, Trond Mohn Foundation, the Research Council
  of Norway, the Novo Nordisk Foundation, the University of Bergen, and the Western
  Norway Health Authorities. The MoBa work was performed on the TSD (Tjeneste for
  Sensitive Data) facilities, owned by the University of Oslo, operated and developed
  by the TSD service group at the University of Oslo, IT Department (USIT, tsd-drift@usit.uio.no).
  E.Y. is supported by the European Union (grant numbers 101045526 and 101073237)
  and the Research Council of Norway (grant numbers 336078, 288083, and 331640).\r\nWe
  would like to acknowledge the participants and investigators of the Generation Scotland
  Cohort study. Generation Scotland received core support from the Chief Scientist
  Office of the Scottish Government Health Directorates (CZD/16/6) and the Scottish
  Funding Council (HR03006). Genotyping and methylation typing of the GS:SFHS samples
  was carried out by the Genetics Core Laboratory at the Wellcome Trust Clinical Research
  Facility, Edinburgh, Scotland and was funded by the Medical Research Council UK
  and the Wellcome Trust (Wellcome Trust Strategic Award “STratifying Resilience and
  Depression Longitudinally” [STRADL] ref. 104036/Z/14/Z).\r\nWe would like to thank
  and acknowledge the participants and investigators of the Estonian Biobank (EstBB)
  study. The research was conducted using the Estonian Center of Genomics/Roadmap
  II funded by the Estonian Research Council (project number TT17).\r\nNorwegian analyses
  were performed on resources provided by Sigma2 - the National Infrastructure for
  High-Performance Computing and Data Storage in Norway. Estonian Data analysis was
  carried out in the High-Performance Computing Center cloud provided by University
  of Tartu. Analysis of the Generation Scotland data and the summary statistics obtained
  from the other analyses was conducted at IST Austria and is supported by the Scientific
  Service Units (SSU) of IST Austria through resources provided by Scientific Computing
  (SciComp)."
article_number: '101277'
article_processing_charge: Yes
article_type: original
author:
- first_name: Ilse
  full_name: Krätschmer, Ilse
  id: 30d4014e-7753-11eb-b44b-db6d61112e73
  last_name: Krätschmer
  orcid: 0000-0002-5636-9259
- first_name: Laura
  full_name: Hegemann, Laura
  last_name: Hegemann
- first_name: Robin J.
  full_name: Hofmeister, Robin J.
  last_name: Hofmeister
- first_name: Elizabeth C.
  full_name: Corfield, Elizabeth C.
  last_name: Corfield
- first_name: Mahdi
  full_name: Mahmoudi, Mahdi
  last_name: Mahmoudi
- first_name: Olivier
  full_name: Delaneau, Olivier
  last_name: Delaneau
- first_name: Ole A.
  full_name: Andreassen, Ole A.
  last_name: Andreassen
- first_name: Archie
  full_name: Campbell, Archie
  last_name: Campbell
- first_name: Caroline
  full_name: Hayward, Caroline
  last_name: Hayward
- first_name: Riccardo E.
  full_name: Marioni, Riccardo E.
  last_name: Marioni
- first_name: Eivind
  full_name: Ystrom, Eivind
  last_name: Ystrom
- first_name: Alexandra
  full_name: Havdahl, Alexandra
  last_name: Havdahl
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
citation:
  ama: Krätschmer I, Hegemann L, Hofmeister RJ, et al. Separating direct, indirect,
    and parent-of-origin genetic effects in the human population. <i>Cell Genomics</i>.
    2026;6(7). doi:<a href="https://doi.org/10.1016/j.xgen.2026.101277">10.1016/j.xgen.2026.101277</a>
  apa: Krätschmer, I., Hegemann, L., Hofmeister, R. J., Corfield, E. C., Mahmoudi,
    M., Delaneau, O., … Robinson, M. R. (2026). Separating direct, indirect, and parent-of-origin
    genetic effects in the human population. <i>Cell Genomics</i>. Elsevier. <a href="https://doi.org/10.1016/j.xgen.2026.101277">https://doi.org/10.1016/j.xgen.2026.101277</a>
  chicago: Krätschmer, Ilse, Laura Hegemann, Robin J. Hofmeister, Elizabeth C. Corfield,
    Mahdi Mahmoudi, Olivier Delaneau, Ole A. Andreassen, et al. “Separating Direct,
    Indirect, and Parent-of-Origin Genetic Effects in the Human Population.” <i>Cell
    Genomics</i>. Elsevier, 2026. <a href="https://doi.org/10.1016/j.xgen.2026.101277">https://doi.org/10.1016/j.xgen.2026.101277</a>.
  ieee: I. Krätschmer <i>et al.</i>, “Separating direct, indirect, and parent-of-origin
    genetic effects in the human population,” <i>Cell Genomics</i>, vol. 6, no. 7.
    Elsevier, 2026.
  ista: Krätschmer I, Hegemann L, Hofmeister RJ, Corfield EC, Mahmoudi M, Delaneau
    O, Andreassen OA, Campbell A, Hayward C, Marioni RE, Ystrom E, Havdahl A, Robinson
    MR. 2026. Separating direct, indirect, and parent-of-origin genetic effects in
    the human population. Cell Genomics. 6(7), 101277.
  mla: Krätschmer, Ilse, et al. “Separating Direct, Indirect, and Parent-of-Origin
    Genetic Effects in the Human Population.” <i>Cell Genomics</i>, vol. 6, no. 7,
    101277, Elsevier, 2026, doi:<a href="https://doi.org/10.1016/j.xgen.2026.101277">10.1016/j.xgen.2026.101277</a>.
  short: I. Krätschmer, L. Hegemann, R.J. Hofmeister, E.C. Corfield, M. Mahmoudi,
    O. Delaneau, O.A. Andreassen, A. Campbell, C. Hayward, R.E. Marioni, E. Ystrom,
    A. Havdahl, M.R. Robinson, Cell Genomics 6 (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: "Information on how to access the MoBaPsychGen post-imputation
  QC data are available here: https://www.fhi.no/en/me/the-psychgen-centre-for-genetic-epidemiology-and-mental-health/access-to-genetic-data-after-quality-control-by-the-mobapsychgen-pipeline-v/.\r\nEstonian
  Biobank data (https://genomics.ut.ee/en/content/estonian-biobank) were used in this
  project. For access to be granted to the Estonian Biobank genotypic and corresponding
  phenotypic data, a preliminary application must be presented to the oversight committee,
  who must first approve the project. Ethics permission must then be obtained from
  the Estonian Committee on Bioethics and Human Research. Finally, a full project
  must be submitted and approved by the Estonian Biobank.\r\nAccess to the Generation
  Scotland data is available with appropriate permission from the Generation Scotland
  Access Committee. Applications should be made to access@generationscotland.org (https://genscot.ed.ac.uk/).\r\nThe
  code for JODIE developed in this work is open source and is publicly available on
  zenodo (https://doi.org/10.5281/zenodo.19593928) and GitHub (https://github.com/medical-genomics-group/JODIE).\r\nHaplotype
  Reference Consortium Release 1.1 data (https://ega-archive.org/datasets/EGAD00001002729)
  are available by application to a Data Access Committee (DAC) of the Wellcome Trust
  Sanger Institute.\r\nThe Common Metabolic Diseases Atlas can be accessed here: https://cmdga.org."
date_created: 2026-06-10T07:39:08Z
date_published: 2026-07-08T00:00:00Z
date_updated: 2026-08-04T09:34:08Z
day: '08'
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intvolume: '         6'
issue: '7'
keyword:
- direct genetic effects
- DGE
- indirect genetic effects
- IGE
- parent-of-origin effects
- phenotypic variation
- assortative mating
- within-family GWAS
- MoBa
- EstBB
language:
- iso: eng
month: '07'
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oa_version: Published Version
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- _id: 9B8D11D6-BA93-11EA-9121-9846C619BF3A
  grant_number: PCEGP3_181181
  name: Improving estimation and prediction of common complex disease risk
publication: Cell Genomics
publication_identifier:
  eissn:
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publication_status: published
publisher: Elsevier
quality_controlled: '1'
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title: Separating direct, indirect, and parent-of-origin genetic effects in the human
  population
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abstract:
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  text: "Characterizing protein dynamics at the atomic level is essential for our
    understanding of biological mechanisms. Whether it is to facilitate metabolite
    transport, catalyze reactions, transmit signals, or regulate metabolism – proteins
    are constantly in motion and sample multiple conformational states to fulfill
    their function. Nuclear magnetic resonance (NMR) spectroscopy is particularly
    well suited to elucidate the dynamics of biomolecules on their complex free-energy
    landscape. In particular, solid-state magic-angle spinning (MAS) NMR enables the
    study of large molecular assemblies, protein crystals, or insoluble proteins at
    atomic resolution without an inherent molecular size limitation. MAS NMR experiments
    to probe protein dynamics are extremely versatile and sensitive to motional timescales
    from picoseconds to seconds. Over the past decades, technological advances, developments
    in experimental design, and new isotope-labeling approaches have further expanded
    the possibilities of this technique and significantly improved the accuracy of
    the determined motional parameters.\r\nFunctionally important sites of proteins
    often contain aromatic residues. Their side-chain motions have therefore long
    served as valuable indicators of mechanistically relevant dynamics in NMR studies.
    In this thesis, site-specifically labeled aromatic residues act as sensitive reporters
    for MAS NMR studies of protein dynamics. The first part addresses how different
    environments impact side-chain motion by probing ring flips of phenylalanines
    and tyrosines in crystalline proteins and amyloid fibrils. It provides important
    insights for the analysis of dynamics obtained in non-native protein environments
    and emphasizes the complex factors that determine the timescale of internal dynamics.
    In the second part, the focus shifts towards methodological questions regarding
    the investigation of protein dynamics by 19F MAS NMR. The fluorine nucleus exhibits
    promising characteristics for NMR studies but also presents significant challenges,
    which is why the full methodological potential of 19F MAS NMR has not been fully
    realized yet. This work demonstrates that paramagnetic doping can considerably
    reduce the measurement time and improve the sensitivity of fluorinated samples.
    Finally, 19F MAS NMR is evaluated as a tool for studying protein side-chain dynamics
    on the example of tryptophans. The results illustrate the challenges in analyzing
    such experiments and lay the foundation for further development of 19F MAS NMR
    relaxation studies.\r\nTaken together, this thesis highlights the potential of
    combining specific isotope labeling, MAS NMR, and complementary methods such as
    crystallography and computational simulations to elucidate internal protein dynamics.
    The further development of such integrative approaches will be crucial to improving
    our understanding of complex mechanisms and protein function.\r\n"
acknowledged_ssus:
- _id: LifeSc
- _id: NMR
acknowledgement: "During the work on this thesis, I was the recipient of a DOC Fellowship
  of the Austrian\r\nAcademy of Sciences at the Institute of Science and Technology
  Austria (grant no. PR10660EAW01)."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Lea Marie
  full_name: Becker, Lea Marie
  id: 36336939-eb97-11eb-a6c2-c83f1214ca79
  last_name: Becker
  orcid: 0000-0002-6401-5151
citation:
  ama: Becker LM. Exploring protein dynamics using specific labeling approaches for
    solid-state MAS NMR. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-22334">10.15479/AT-ISTA-22334</a>
  apa: Becker, L. M. (2026). <i>Exploring protein dynamics using specific labeling
    approaches for solid-state MAS NMR</i>. Institute of Science and Technology Austria.
    <a href="https://doi.org/10.15479/AT-ISTA-22334">https://doi.org/10.15479/AT-ISTA-22334</a>
  chicago: Becker, Lea Marie. “Exploring Protein Dynamics Using Specific Labeling
    Approaches for Solid-State MAS NMR.” Institute of Science and Technology Austria,
    2026. <a href="https://doi.org/10.15479/AT-ISTA-22334">https://doi.org/10.15479/AT-ISTA-22334</a>.
  ieee: L. M. Becker, “Exploring protein dynamics using specific labeling approaches
    for solid-state MAS NMR,” Institute of Science and Technology Austria, 2026.
  ista: Becker LM. 2026. Exploring protein dynamics using specific labeling approaches
    for solid-state MAS NMR. Institute of Science and Technology Austria.
  mla: Becker, Lea Marie. <i>Exploring Protein Dynamics Using Specific Labeling Approaches
    for Solid-State MAS NMR</i>. Institute of Science and Technology Austria, 2026,
    doi:<a href="https://doi.org/10.15479/AT-ISTA-22334">10.15479/AT-ISTA-22334</a>.
  short: L.M. Becker, Exploring Protein Dynamics Using Specific Labeling Approaches
    for Solid-State MAS NMR, Institute of Science and Technology Austria, 2026.
corr_author: '1'
das_tickbox: '1'
date_created: 2026-07-14T08:08:51Z
date_published: 2026-07-13T00:00:00Z
date_updated: 2026-08-04T09:32:45Z
day: '13'
ddc:
- '572'
degree_awarded: PhD
department:
- _id: GradSch
- _id: PaSc
doi: 10.15479/AT-ISTA-22334
doi_confirm: '1'
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month: '07'
oa: 1
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page: '205'
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  issn:
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publisher: Institute of Science and Technology Austria
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  full_name: Schanda, Paul
  id: 7B541462-FAF6-11E9-A490-E8DFE5697425
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  orcid: 0000-0002-9350-7606
title: Exploring protein dynamics using specific labeling approaches for solid-state
  MAS NMR
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abstract:
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  text: Protein conformational energy landscapes are shaped not only by intramolecular
    interactions but also by their environment. In protein crystals and protein–protein
    complexes, intermolecular contacts alter this energy landscape, but the exact
    nature of this alteration is difficult to decipher. Understanding how the crystal
    lattice affects protein dynamics is crucial for crystallography-based studies
    of motion, yet its influence on collective motions remains unclear. Aromatic ring
    flips in the hydrophobic core represent sensitive probes of such dynamics. Here,
    we compare the kinetics of aromatic ring flips in the protein GB1 in crystals,
    in complex with its binding partner IgG, and in solution, combining advanced isotope
    labelling with quantitative NMR methods. We show that rings in the core flip nearly
    a thousand times less frequently in crystals than in solution. Enhanced-sampling
    molecular dynamics simulations, based on a crystal structure of a GB1 variant
    reported in this work, reproduce these elevated barriers and reveal how the crystal
    restrains motions.
acknowledged_ssus:
- _id: NMR
- _id: LifeSc
acknowledgement: We thank N. R. Skrynnikov and O. O. Lebedenko (St. Petersburg) for
  insightful discussions and for performing exploratory MD simulations. We are grateful
  to T. Schubeis (Lyon) for advice on GB1 crystallization and R. Schmid for initial
  crystallization trials. We thank C. Mueller-Dieckmann for assistance with room-temperature
  X-ray crystallography data collection on beamline ID30B at the ESRF, which is acknowledged
  for providing beamtime through its In-House Research programme. We thank S. Falkner
  for assistance with constructing the structural model of the IgG:GB1 complex. We
  thank J. Lewandowski for providing feedback on the paper and granting access to
  backbone relaxation data of IgG:GB1T2Q and GB1T2Q microcrystals. This research was
  supported by the Scientific Service Units (SSU) of the Institute of Science and
  Technology Austria (ISTA) through resources provided by the Nuclear Magnetic Resonance
  and the Lab Support Facilities. We thank P. Rovó and M. V. Falcón for excellent
  support of the NMR facility. L.M.B. is recipient of a DOC fellowship of the Austrian
  Academy of Sciences at the Institute of Science and Technology Austria (grant number
  PR10660EAW01). C.C. acknowledges the European Research Council (grant project 101097272
  ‘MilliInMicro’) and the Métropole du Grand Nancy (grant project ‘ARC’). BM07-FIP2
  is supported by the French ANR PIA3 (France 2030) EquipEx+ project MAGNIFIX under
  grant agreement ANR-21-ESRE-0011.Open access funding provided by Institute of Science
  and Technology (IST Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Lea Marie
  full_name: Becker, Lea Marie
  id: 36336939-eb97-11eb-a6c2-c83f1214ca79
  last_name: Becker
  orcid: 0000-0002-6401-5151
- first_name: Haohao
  full_name: Fu, Haohao
  last_name: Fu
- first_name: Benjamin
  full_name: Tatman, Benjamin
  id: 71cda2f3-e604-11ee-a1df-da10587eda3f
  last_name: Tatman
- first_name: Matthias
  full_name: Dreydoppel, Matthias
  last_name: Dreydoppel
- first_name: Anna
  full_name: Kapitonova, Anna
  id: 9fb2a840-89e1-11ee-a8b7-cc5c7ba62471
  last_name: Kapitonova
- first_name: Daniel
  full_name: Balazs, Daniel
  id: 302BADF6-85FC-11EA-9E3B-B9493DDC885E
  last_name: Balazs
  orcid: 0000-0001-7597-043X
- first_name: Ulrich
  full_name: Weininger, Ulrich
  last_name: Weininger
- first_name: Sylvain
  full_name: Engilberge, Sylvain
  last_name: Engilberge
- first_name: Christophe
  full_name: Chipot, Christophe
  last_name: Chipot
- first_name: Paul
  full_name: Schanda, Paul
  id: 7B541462-FAF6-11E9-A490-E8DFE5697425
  last_name: Schanda
  orcid: 0000-0002-9350-7606
citation:
  ama: Becker LM, Fu H, Tatman B, et al. Aromatic ring flips reveal reshaping of protein
    dynamics in crystals and complexes. <i>Nature Chemistry</i>. 2026;18:1221-1230.
    doi:<a href="https://doi.org/10.1038/s41557-026-02155-0">10.1038/s41557-026-02155-0</a>
  apa: Becker, L. M., Fu, H., Tatman, B., Dreydoppel, M., Kapitonova, A., Balazs,
    D., … Schanda, P. (2026). Aromatic ring flips reveal reshaping of protein dynamics
    in crystals and complexes. <i>Nature Chemistry</i>. Springer Nature. <a href="https://doi.org/10.1038/s41557-026-02155-0">https://doi.org/10.1038/s41557-026-02155-0</a>
  chicago: Becker, Lea Marie, Haohao Fu, Benjamin Tatman, Matthias Dreydoppel, Anna
    Kapitonova, Daniel Balazs, Ulrich Weininger, Sylvain Engilberge, Christophe Chipot,
    and Paul Schanda. “Aromatic Ring Flips Reveal Reshaping of Protein Dynamics in
    Crystals and Complexes.” <i>Nature Chemistry</i>. Springer Nature, 2026. <a href="https://doi.org/10.1038/s41557-026-02155-0">https://doi.org/10.1038/s41557-026-02155-0</a>.
  ieee: L. M. Becker <i>et al.</i>, “Aromatic ring flips reveal reshaping of protein
    dynamics in crystals and complexes,” <i>Nature Chemistry</i>, vol. 18. Springer
    Nature, pp. 1221–1230, 2026.
  ista: Becker LM, Fu H, Tatman B, Dreydoppel M, Kapitonova A, Balazs D, Weininger
    U, Engilberge S, Chipot C, Schanda P. 2026. Aromatic ring flips reveal reshaping
    of protein dynamics in crystals and complexes. Nature Chemistry. 18, 1221–1230.
  mla: Becker, Lea Marie, et al. “Aromatic Ring Flips Reveal Reshaping of Protein
    Dynamics in Crystals and Complexes.” <i>Nature Chemistry</i>, vol. 18, Springer
    Nature, 2026, pp. 1221–30, doi:<a href="https://doi.org/10.1038/s41557-026-02155-0">10.1038/s41557-026-02155-0</a>.
  short: L.M. Becker, H. Fu, B. Tatman, M. Dreydoppel, A. Kapitonova, D. Balazs, U.
    Weininger, S. Engilberge, C. Chipot, P. Schanda, Nature Chemistry 18 (2026) 1221–1230.
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: The cryo and room-temperature crystal structures of GB1QDD
  are deposited at the PDB under the access codes 9I2I and 9T8Z, respectively. The
  solid-state NMR backbone assignment of GB1QDD is deposited at the BMRB under the
  access code 53330. NMR spectra, analysis scripts and raw data are publicly available
  at the ISTA research explorer (https://doi.org/10.15479/AT-ISTA-20641)120. Files
  to reproduce the enhanced-sampling MD simulations are publicly available at the
  ISTA research explorer (https://doi.org/10.15479/AT-ISTA-21145)121.
date_created: 2026-06-21T22:03:01Z
date_published: 2026-07-01T00:00:00Z
date_updated: 2026-08-04T09:32:45Z
day: '01'
ddc:
- '540'
department:
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- _id: LifeSc
doi: 10.1038/s41557-026-02155-0
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title: Aromatic ring flips reveal reshaping of protein dynamics in crystals and complexes
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  text: 'Protein conformational energy landscapes are shaped not only by intramolecular
    interactions but also by their environment. In protein crystals and protein-protein
    complexes, intermolecular contacts alter this energy landscape, but the exact
    nature of this alteration is difficult to decipher. Understanding how the crystal
    lattice affects protein dynamics is crucial for crystallography-based studies
    of motion, yet its influence on collective motions remains unclear. Aromatic ring
    flips in the hydrophobic core represent sensitive probes of such dynamics. Here,
    we compare the kinetics of aromatic ring flips in the protein GB1 in crystals,
    in complex with its binding partner IgG, and in solution, combining advanced isotope
    labeling with quantitative NMR methods. We show that rings in the core flip nearly
    a thousand times less frequently in crystals than in solution. Enhanced-sampling
    molecular dynamics simulations, based on a new crystal structure, reproduce these
    elevated barriers and reveal how the crystal restrains motions. '
acknowledged_ssus:
- _id: NMR
- _id: LifeSc
acknowledgement: "We thank Nikolai R. Skrynnikov and Olga O. Lebedenko (St. Petersburg)
  for insightful discussions and for performing exploratory MD simulations. We are
  grateful to Tobias Schubeis (Lyon) for advice with GB1 crystallization, and Rebecca
  Schmid for initial crystallization trials.\r\nWe thank Sebastian Falkner for assistance
  with constructing the structural model of the IgG:GB1 complex.\r\nThis research
  was supported by the Scientific Service Units (SSU) of Institute of Science and
  Technology Austria (ISTA) through resources provided by the Nuclear Magnetic Resonance
  and the Lab Support Facilities. We thank Petra Rovó and Margarita Valhondo Falcón
  for excellent support of the NMR facility.\r\nLea M. Becker is recipient of a DOC
  fellowship of the Austrian Academy of Sciences at the Institute of Science and Technology
  Austria (grant no. PR10660EAW01). Christophe Chipot acknowledges the European Research
  Council (grant project 101097272 ``MilliInMicro'') and the Métropole du Grand Nancy
  (grant project ``ARC''). BM07-FIP2 is supported by the French ANR PIA3 (France 2030)
  EquipEx+ project MAGNIFIX under grant agreement ANR-21-ESRE-0011."
article_processing_charge: No
author:
- first_name: Lea Marie
  full_name: Becker, Lea Marie
  id: 36336939-eb97-11eb-a6c2-c83f1214ca79
  last_name: Becker
  orcid: 0000-0002-6401-5151
- first_name: Paul
  full_name: Schanda, Paul
  id: 7B541462-FAF6-11E9-A490-E8DFE5697425
  last_name: Schanda
  orcid: 0000-0002-9350-7606
- first_name: Christophe
  full_name: Chipot, Christophe
  last_name: Chipot
citation:
  ama: Becker LM, Schanda P, Chipot C. Additional Data for “Aromatic Ring Flips Reveal
    Reshaping of Protein Dynamics in Crystals and Complexes.” 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21145">10.15479/AT-ISTA-21145</a>
  apa: Becker, L. M., Schanda, P., &#38; Chipot, C. (2026). Additional Data for “Aromatic
    Ring Flips Reveal Reshaping of Protein Dynamics in Crystals and Complexes.” Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21145">https://doi.org/10.15479/AT-ISTA-21145</a>
  chicago: Becker, Lea Marie, Paul Schanda, and Christophe Chipot. “Additional Data
    for ‘Aromatic Ring Flips Reveal Reshaping of Protein Dynamics in Crystals and
    Complexes.’” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21145">https://doi.org/10.15479/AT-ISTA-21145</a>.
  ieee: L. M. Becker, P. Schanda, and C. Chipot, “Additional Data for ‘Aromatic Ring
    Flips Reveal Reshaping of Protein Dynamics in Crystals and Complexes.’” Institute
    of Science and Technology Austria, 2026.
  ista: Becker LM, Schanda P, Chipot C. 2026. Additional Data for ‘Aromatic Ring Flips
    Reveal Reshaping of Protein Dynamics in Crystals and Complexes’, Institute of
    Science and Technology Austria, <a href="https://doi.org/10.15479/AT-ISTA-21145">10.15479/AT-ISTA-21145</a>.
  mla: Becker, Lea Marie, et al. <i>Additional Data for “Aromatic Ring Flips Reveal
    Reshaping of Protein Dynamics in Crystals and Complexes.”</i> Institute of Science
    and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21145">10.15479/AT-ISTA-21145</a>.
  short: L.M. Becker, P. Schanda, C. Chipot, (2026).
contributor:
- contributor_type: researcher
  first_name: Haohao
  last_name: Fu
- contributor_type: researcher
  first_name: Benjamin
  id: 71cda2f3-e604-11ee-a1df-da10587eda3f
  last_name: Tatman
- contributor_type: researcher
  first_name: Matthias
  last_name: Dreydoppel
- contributor_type: researcher
  first_name: Anna
  id: 9fb2a840-89e1-11ee-a8b7-cc5c7ba62471
  last_name: Kapitonova
- contributor_type: researcher
  first_name: Daniel
  id: 302BADF6-85FC-11EA-9E3B-B9493DDC885E
  last_name: Balazs
  orcid: 0000-0001-7597-043X
- contributor_type: researcher
  first_name: Ulrich
  last_name: Weininger
- contributor_type: researcher
  first_name: Sylvain
  last_name: Engilberge
corr_author: '1'
date_created: 2026-02-05T13:54:39Z
date_published: 2026-02-09T00:00:00Z
date_updated: 2026-08-04T09:32:45Z
day: '09'
ddc:
- '572'
department:
- _id: GradSch
- _id: PaSc
doi: 10.15479/AT-ISTA-21145
file:
- access_level: open_access
  checksum: 02a419cce8cea450bc952f35488d2df5
  content_type: text/plain
  creator: lbecker
  date_created: 2026-02-05T13:52:37Z
  date_updated: 2026-02-05T13:52:37Z
  file_id: '21146'
  file_name: README.txt
  file_size: 4263
  relation: table_of_contents
- access_level: open_access
  checksum: b0b82b1aa73985b0b308a3fa52d21aea
  content_type: application/zip
  creator: lbecker
  date_created: 2026-02-05T13:52:41Z
  date_updated: 2026-02-05T13:52:41Z
  file_id: '21147'
  file_name: Research_Data.zip
  file_size: 50647107
  relation: main_file
  success: 1
file_date_updated: 2026-02-05T13:52:41Z
fulldoi: https://doi.org/10.15479/AT-ISTA-21145
has_accepted_license: '1'
license: https://creativecommons.org/licenses/by-nc/4.0/
month: '02'
oa: 1
oa_version: Published Version
project:
- _id: 7be609c4-9f16-11ee-852c-85015ce2b9b0
  grant_number: '26777'
  name: Exploring protein dynamics by solid-state MAS NMR through specific labeling
    approaches
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '20641'
    relation: earlier_version
    status: public
  - id: '22105'
    relation: used_in_publication
    status: public
status: public
title: Additional Data for "Aromatic Ring Flips Reveal Reshaping of Protein Dynamics
  in Crystals and Complexes"
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '22613'
abstract:
- lang: eng
  text: 'A phase plate has long been sought in transmission electron microscopy (TEM)
    to maximize the image contrast of weakly-scattering objects like biomolecules.
    The laser phase plate (LPP) has recently demonstrated that an amplified, focused
    laser standing wave reliably phase shifts the electron beam, achieving phase-contrast
    TEM. Building on the single-beam LPP, here we introduce the crossed laser phase
    plate (XLPP): two laser standing waves which intersect in the diffraction plane.
    We present a theoretical model for the XLPP inside the microscope and show that,
    relative to the original LPP, it increases information transfer at low spatial
    frequencies while suppressing ghost images formed by Kapitza-Dirac diffraction.
    We also present a simple acquisition scheme, enabled by the XLPP, which further
    suppresses ghosts. Finally, we discuss practical considerations of XLPP design
    and show experimental results from a prototype. The results of this study chart
    the course for future developments of LPP hardware.'
article_number: '7199'
article_processing_charge: Yes
article_type: original
author:
- first_name: Petar N
  full_name: Petrov, Petar N
  id: b1d6732d-8cb6-11f0-baab-bd460ee3a287
  last_name: Petrov
- first_name: Jessie T.
  full_name: Zhang, Jessie T.
  last_name: Zhang
- first_name: Jeremy J.
  full_name: Axelrod, Jeremy J.
  last_name: Axelrod
- first_name: Pavel K.
  full_name: Olshin, Pavel K.
  last_name: Olshin
- first_name: Holger
  full_name: Müller, Holger
  last_name: Müller
citation:
  ama: Petrov PN, Zhang JT, Axelrod JJ, Olshin PK, Müller H. Crossed laser phase plates
    for transmission electron microscopy. <i>Nature Communications</i>. 2026;17. doi:<a
    href="https://doi.org/10.1038/s41467-026-74060-6">10.1038/s41467-026-74060-6</a>
  apa: Petrov, P. N., Zhang, J. T., Axelrod, J. J., Olshin, P. K., &#38; Müller, H.
    (2026). Crossed laser phase plates for transmission electron microscopy. <i>Nature
    Communications</i>. Springer Nature. <a href="https://doi.org/10.1038/s41467-026-74060-6">https://doi.org/10.1038/s41467-026-74060-6</a>
  chicago: Petrov, Petar N, Jessie T. Zhang, Jeremy J. Axelrod, Pavel K. Olshin, and
    Holger Müller. “Crossed Laser Phase Plates for Transmission Electron Microscopy.”
    <i>Nature Communications</i>. Springer Nature, 2026. <a href="https://doi.org/10.1038/s41467-026-74060-6">https://doi.org/10.1038/s41467-026-74060-6</a>.
  ieee: P. N. Petrov, J. T. Zhang, J. J. Axelrod, P. K. Olshin, and H. Müller, “Crossed
    laser phase plates for transmission electron microscopy,” <i>Nature Communications</i>,
    vol. 17. Springer Nature, 2026.
  ista: Petrov PN, Zhang JT, Axelrod JJ, Olshin PK, Müller H. 2026. Crossed laser
    phase plates for transmission electron microscopy. Nature Communications. 17,
    7199.
  mla: Petrov, Petar N., et al. “Crossed Laser Phase Plates for Transmission Electron
    Microscopy.” <i>Nature Communications</i>, vol. 17, 7199, Springer Nature, 2026,
    doi:<a href="https://doi.org/10.1038/s41467-026-74060-6">10.1038/s41467-026-74060-6</a>.
  short: P.N. Petrov, J.T. Zhang, J.J. Axelrod, P.K. Olshin, H. Müller, Nature Communications
    17 (2026).
das_tickbox: '1'
dataavailabilitystatement: The simulated apoferritin exit wave and associated image
  simulation and analysis code used for generating the figures are available on Code
  Ocean (https://www.codeocean.com/).
date_created: 2026-08-02T22:01:51Z
date_published: 2026-06-05T00:00:00Z
date_updated: 2026-08-05T09:27:39Z
day: '05'
ddc:
- '530'
department:
- _id: MiLe
doi: 10.1038/s41467-026-74060-6
file:
- access_level: open_access
  checksum: 9bbcbaed3fd78e99cd728877332953c1
  content_type: application/pdf
  creator: dernst
  date_created: 2026-08-03T06:48:08Z
  date_updated: 2026-08-03T06:48:08Z
  file_id: '22624'
  file_name: 2026_NatureComm_Petrov.pdf
  file_size: 2052058
  relation: main_file
  success: 1
file_date_updated: 2026-08-03T06:48:08Z
fulldoi: https://doi.org/10.1038/s41467-026-74060-6
has_accepted_license: '1'
intvolume: '        17'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
publication: Nature Communications
publication_identifier:
  eissn:
  - 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Crossed laser phase plates for transmission electron microscopy
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 17
year: '2026'
...
---
OA_type: closed access
_id: '22365'
abstract:
- lang: eng
  text: Phase plates can, in principle, overcome the poor image contrast in cryo–electron
    microscopy (cryo-EM) and the resulting limits on the structural reconstruction
    of small proteins. However, previous designs have been unstable and compromised
    the high-resolution signal and have thus been unable to surpass results achieved
    by standard cryo-EM. Here, we show that the laser phase plate (LPP), installed
    in a modern, custom Titan Krios microscope, enhances the resolution in single-particle
    reconstruction of small proteins by improving specimen-motion correction and recovery
    of information from the early frames, as well as particle visualization, three-dimensional
    classification, and alignment. These advances use standard defocus ranges and
    reconstruction procedures but open the door to LPP-tailored protocols, offering
    further improvements by leveraging the LPP demonstrated here.
acknowledgement: 'The authors thank O. Schwartz and S. Scheres for helpful remarks
  and discussions; D. Agard, B. Carragher, C. Potter, and P. Olshin for close collaboration;
  A. Singh, L. Maisenbacher, S. Strasser, and I. Pope for help with mirror inspection;
  J. Fang, E. Nogales, and J. Hurley for sharing their lab space and assisting with
  sample preparation; B. Buijsse, W. Hagen, B. Jiang, and T. Coyle at Thermo Fisher
  Scientific for the design of the custom transfer optics and technical support; G.
  Long and T. Gutierrez at the UC Berkeley Physics R&D Machine Shop for machining
  cavity components and tooling. This work was supported by the following: Chan Zuckerberg
  Initiative award numbers 2021-234606 and 2025-367757, National Institutes of Health
  grant R01GM126011, Gordon and Betty Moore Foundation grant 9366, Lawrence Berkeley
  National Laboratory Directed Research and Development Program grant 25-111, and
  Cooperative Research and Development Agreement award AWD00004352 (to H.M.); National
  Institutes of Health fellowship F32GM149186 (to P.N.P.).'
article_processing_charge: No
article_type: original
author:
- first_name: Petar N
  full_name: Petrov, Petar N
  id: b1d6732d-8cb6-11f0-baab-bd460ee3a287
  last_name: Petrov
- first_name: Jessie T.
  full_name: Zhang, Jessie T.
  last_name: Zhang
- first_name: Jonathan
  full_name: Remis, Jonathan
  last_name: Remis
- first_name: Jeremy J.
  full_name: Axelrod, Jeremy J.
  last_name: Axelrod
- first_name: Hang
  full_name: Cheng, Hang
  last_name: Cheng
- first_name: Eric S.
  full_name: Cooper, Eric S.
  last_name: Cooper
- first_name: Ian K.
  full_name: Hicklin, Ian K.
  last_name: Hicklin
- first_name: Shahar
  full_name: Sandhaus, Shahar
  last_name: Sandhaus
- first_name: Cooper
  full_name: Schnurr, Cooper
  last_name: Schnurr
- first_name: Robert M.
  full_name: Glaeser, Robert M.
  last_name: Glaeser
- first_name: Holger
  full_name: Müller, Holger
  last_name: Müller
citation:
  ama: Petrov PN, Zhang JT, Remis J, et al. Laser phase plate improves structure determination
    of small proteins by cryo-EM. <i>Science</i>. 2026;393(6807):195-196. doi:<a href="https://doi.org/10.1126/science.aeh0665">10.1126/science.aeh0665</a>
  apa: Petrov, P. N., Zhang, J. T., Remis, J., Axelrod, J. J., Cheng, H., Cooper,
    E. S., … Müller, H. (2026). Laser phase plate improves structure determination
    of small proteins by cryo-EM. <i>Science</i>. AAAS. <a href="https://doi.org/10.1126/science.aeh0665">https://doi.org/10.1126/science.aeh0665</a>
  chicago: Petrov, Petar N, Jessie T. Zhang, Jonathan Remis, Jeremy J. Axelrod, Hang
    Cheng, Eric S. Cooper, Ian K. Hicklin, et al. “Laser Phase Plate Improves Structure
    Determination of Small Proteins by Cryo-EM.” <i>Science</i>. AAAS, 2026. <a href="https://doi.org/10.1126/science.aeh0665">https://doi.org/10.1126/science.aeh0665</a>.
  ieee: P. N. Petrov <i>et al.</i>, “Laser phase plate improves structure determination
    of small proteins by cryo-EM,” <i>Science</i>, vol. 393, no. 6807. AAAS, pp. 195–196,
    2026.
  ista: Petrov PN, Zhang JT, Remis J, Axelrod JJ, Cheng H, Cooper ES, Hicklin IK,
    Sandhaus S, Schnurr C, Glaeser RM, Müller H. 2026. Laser phase plate improves
    structure determination of small proteins by cryo-EM. Science. 393(6807), 195–196.
  mla: Petrov, Petar N., et al. “Laser Phase Plate Improves Structure Determination
    of Small Proteins by Cryo-EM.” <i>Science</i>, vol. 393, no. 6807, AAAS, 2026,
    pp. 195–96, doi:<a href="https://doi.org/10.1126/science.aeh0665">10.1126/science.aeh0665</a>.
  short: P.N. Petrov, J.T. Zhang, J. Remis, J.J. Axelrod, H. Cheng, E.S. Cooper, I.K.
    Hicklin, S. Sandhaus, C. Schnurr, R.M. Glaeser, H. Müller, Science 393 (2026)
    195–196.
das_tickbox: '1'
dataavailabilitystatement: 'The datasets are publicly available in the Electron Microscopy
  Public Image Archive [A1: EMPIAR-13528 (on), EMPIAR-13527 (off); A2: EMPIAR-13529
  (on), EMPIAR-13526 (off); A3: EMPIAR-13530 (on), EMPIAR-13525 (off); H1: EMPIAR-13535
  (on), EMPIAR-13533 (off); H2: EMPIAR-13534 (on), EMPIAR-13532 (off); H3: EMPIAR-13537
  (on), EMPIAR-13531 (off)]. The final reconstructed maps are deposited in the Electron
  Microscopy Data Bank [A1: EMD-76790 (on), EMD-76791 (off); A2: EMD-76792 (on), EMD-76793
  (off); A3: EMD-76794 (on), EMD-76797 (off); H1: EMD-76802 (on), EMD-76804 (off);
  H2: EMD-76805 (on), EMD-76806 (off); H3: EMD-76807 (on), EMD-76809 (off)]. The initial
  structures in Fig. 3 are deposited at EMD-76810 (on) and EMD-76811 (off). Code for
  converting EER movies to binned TIF format with proper accounting for electron dose
  is deposited in Zenodo (47) and available on GitHub at https://github.com/matterwaves/eer2tiff/releases/tag/v0.1.0.
  All specimen preparation materials are commercially available.'
date_created: 2026-07-19T22:01:46Z
date_published: 2026-07-09T00:00:00Z
date_updated: 2026-08-05T09:27:38Z
day: '09'
ddc:
- '570'
department:
- _id: MiLe
doi: 10.1126/science.aeh0665
external_id:
  pmid:
  - '42275466'
fulldoi: https://doi.org/10.1126/science.aeh0665
has_accepted_license: '1'
intvolume: '       393'
issue: '6807'
language:
- iso: eng
month: '07'
oa_version: None
page: 195-196
pmid: 1
publication: Science
publication_identifier:
  eissn:
  - 1095-9203
  issn:
  - 0036-8075
publication_status: published
publisher: AAAS
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Laser phase plate improves structure determination of small proteins by cryo-EM
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 393
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22443'
abstract:
- lang: eng
  text: 'Society faces increasingly severe flood hazards, intensifying demand for
    flood early warning systems (FEWS) that deliver accurate and actionable information.
    However, most existing FEWS remain prediction‐centric, treating decision‐making
    as a downstream consumer of hazard forecasts while offering limited support for
    uncertainty interpretation, risk communication, and real‐world response. This
    Perspective presents a vision and blueprint for a novel inland FEWS‐decision‐making
    (FEWS‐DM) framework that repositions decision‐making as an equal partner in the
    forecasting process—not a passive recipient of its outputs. The framework is built
    on three tightly coupled, co‐evolving thrusts: Physical Science (T1), which advances
    flood prediction with quantified uncertainty informed by decision relevance; Human
    Science (T2), which incorporates psychology, behavior, and cultural and institutional
    context; and Decision Science (T3), which unifies physical predictions and human
    factors through principled, utility‐based decision support with end‐to‐end uncertainty
    management. Rather than treating T1 as a solved problem, FEWS‐DM recognizes that
    forecast development itself must be shaped by decision needs through continuous
    bidirectional feedback. We identify key scientific, behavioral, and operational
    challenges limiting such integration and discuss the enabling role of AI, while
    emphasizing human‐centered design and community feedback as essential for building
    trust and improving flood risk management.</jats:p>'
article_number: e2026EF008857
article_processing_charge: No
article_type: original
author:
- first_name: Vinh Ngoc
  full_name: Tran, Vinh Ngoc
  last_name: Tran
- first_name: Xun
  full_name: Huan, Xun
  last_name: Huan
- first_name: Anindya Das
  full_name: Antar, Anindya Das
  last_name: Antar
- first_name: Nikola
  full_name: Banovic, Nikola
  last_name: Banovic
- first_name: Jeff H.
  full_name: Bednar, Jeff H.
  last_name: Bednar
- first_name: Shannon Marie
  full_name: Bergt, Shannon Marie
  last_name: Bergt
- first_name: Chen
  full_name: Cheng, Chen
  last_name: Cheng
- first_name: Francina
  full_name: Dominguez, Francina
  last_name: Dominguez
- first_name: Simone
  full_name: Fatichi, Simone
  id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
  last_name: Fatichi
- first_name: Richard
  full_name: Gonzalez, Richard
  last_name: Gonzalez
- first_name: Kevin
  full_name: Gray, Kevin
  last_name: Gray
- first_name: Brian
  full_name: Jewett, Brian
  last_name: Jewett
- first_name: Jongho
  full_name: Kim, Jongho
  last_name: Kim
- first_name: Phong V.V.
  full_name: Le, Phong V.V.
  last_name: Le
- first_name: Dan
  full_name: Lu, Dan
  last_name: Lu
- first_name: Snehal
  full_name: Prabhudesai, Snehal
  last_name: Prabhudesai
- first_name: Deffi
  full_name: Putri, Deffi
  last_name: Putri
- first_name: Sudhansu
  full_name: Rath, Sudhansu
  last_name: Rath
- first_name: Khachik
  full_name: Sargsyan, Khachik
  last_name: Sargsyan
- first_name: Sarah H.
  full_name: Whitaker, Sarah H.
  last_name: Whitaker
- first_name: Daniel B.
  full_name: Wright, Daniel B.
  last_name: Wright
- first_name: Donghui
  full_name: Xu, Donghui
  last_name: Xu
- first_name: John P.
  full_name: Ziker, John P.
  last_name: Ziker
- first_name: Valeriy Y.
  full_name: Ivanov, Valeriy Y.
  last_name: Ivanov
citation:
  ama: Tran VN, Huan X, Antar AD, et al. Reimagining how flood warnings can inform
    decision‐making and community actions. <i>Earth’s Future</i>. 2026;14(6). doi:<a
    href="https://doi.org/10.1029/2026ef008857">10.1029/2026ef008857</a>
  apa: Tran, V. N., Huan, X., Antar, A. D., Banovic, N., Bednar, J. H., Bergt, S.
    M., … Ivanov, V. Y. (2026). Reimagining how flood warnings can inform decision‐making
    and community actions. <i>Earth’s Future</i>. American Geophysical Union. <a href="https://doi.org/10.1029/2026ef008857">https://doi.org/10.1029/2026ef008857</a>
  chicago: Tran, Vinh Ngoc, Xun Huan, Anindya Das Antar, Nikola Banovic, Jeff H. Bednar,
    Shannon Marie Bergt, Chen Cheng, et al. “Reimagining How Flood Warnings Can Inform
    Decision‐making and Community Actions.” <i>Earth’s Future</i>. American Geophysical
    Union, 2026. <a href="https://doi.org/10.1029/2026ef008857">https://doi.org/10.1029/2026ef008857</a>.
  ieee: V. N. Tran <i>et al.</i>, “Reimagining how flood warnings can inform decision‐making
    and community actions,” <i>Earth’s Future</i>, vol. 14, no. 6. American Geophysical
    Union, 2026.
  ista: Tran VN, Huan X, Antar AD, Banovic N, Bednar JH, Bergt SM, Cheng C, Dominguez
    F, Fatichi S, Gonzalez R, Gray K, Jewett B, Kim J, Le PVV, Lu D, Prabhudesai S,
    Putri D, Rath S, Sargsyan K, Whitaker SH, Wright DB, Xu D, Ziker JP, Ivanov VY.
    2026. Reimagining how flood warnings can inform decision‐making and community
    actions. Earth’s Future. 14(6), e2026EF008857.
  mla: Tran, Vinh Ngoc, et al. “Reimagining How Flood Warnings Can Inform Decision‐making
    and Community Actions.” <i>Earth’s Future</i>, vol. 14, no. 6, e2026EF008857,
    American Geophysical Union, 2026, doi:<a href="https://doi.org/10.1029/2026ef008857">10.1029/2026ef008857</a>.
  short: V.N. Tran, X. Huan, A.D. Antar, N. Banovic, J.H. Bednar, S.M. Bergt, C. Cheng,
    F. Dominguez, S. Fatichi, R. Gonzalez, K. Gray, B. Jewett, J. Kim, P.V.V. Le,
    D. Lu, S. Prabhudesai, D. Putri, S. Rath, K. Sargsyan, S.H. Whitaker, D.B. Wright,
    D. Xu, J.P. Ziker, V.Y. Ivanov, Earth’s Future 14 (2026).
das_tickbox: '1'
date_created: 2026-07-27T12:30:23Z
date_published: 2026-06-01T00:00:00Z
date_updated: 2026-08-06T09:02:33Z
day: '01'
doi: 10.1029/2026ef008857
extern: '1'
fulldoi: https://doi.org/10.1029/2026ef008857
intvolume: '        14'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1029/2026EF008857
month: '06'
oa: 1
oa_version: Published Version
publication: Earth's Future
publication_identifier:
  eissn:
  - 2328-4277
publication_status: published
publisher: American Geophysical Union
quality_controlled: '1'
scopus_import: '1'
status: public
title: Reimagining how flood warnings can inform decision‐making and community actions
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 14
year: '2026'
...
---
OA_place: repository
OA_type: free access
_id: '21381'
abstract:
- lang: eng
  text: 'The lack of long-range electrostatics is a key limitation of modern machine
    learning interatomic potentials (MLIPs), hindering reliable applications to interfaces,
    charge-transfer reactions, polar and ionic materials, and biomolecules. In this
    Perspective, we distill two design principles behind the Latent Ewald Summation
    framework, which can capture long-range interactions, charges, and electrical
    response just by learning from standard energy and force training data: (i) use
    a Coulomb functional form with environment-dependent charges to capture electrostatic
    interactions, and (ii) avoid explicit training on ambiguous density functional
    theory partial charges. When both principles are satisfied, substantial flexibility
    remains: essentially any short-range MLIP can be augmented; charge equilibration
    schemes can be added when desired; dipoles and Born effective charges can be inferred
    or fine-tuned; and charge/spin-state embeddings or tensorial targets can be further
    incorporated. We also discuss current limitations and open challenges. Together,
    these minimal, physics-guided design rules suggest that incorporating long-range
    electrostatics into MLIPs is simpler and perhaps more broadly applicable than
    is commonly assumed.'
acknowledgement: "B.C. thanks Christoph Dellago for his mentorship and influence.
  In addition to his seminal contributions to statistical mechanics, Christoph Dellago
  is an early developer and adopter of machine learning interatomic potentials. B.C.
  did two exchanges in the groups of Christoph Dellago and Jörg Behler in 2018, with
  transformative impact on her research directions.\r\n\r\nWe thank Peichen Zhong
  and Daniel S. King for useful feedback on the manuscript and for the collaborations
  on the LES method.\r\n\r\nFunding acknowledgment: Research reported in this publication
  was supported by the National Institute Of General Medical Sciences of the National
  Institutes of Health under Award No. R35GM159986. The content is solely the responsibility
  of the authors and does not necessarily represent the official views of the National
  Institutes of Health."
article_number: '060901'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Dongjin
  full_name: Kim, Dongjin
  last_name: Kim
- first_name: Bingqing
  full_name: Cheng, Bingqing
  id: cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9
  last_name: Cheng
  orcid: 0000-0002-3584-9632
citation:
  ama: Kim D, Cheng B. Long-range electrostatics for machine learning interatomic
    potentials is easier than we thought. <i>The Journal of Chemical Physics</i>.
    2026;164(6). doi:<a href="https://doi.org/10.1063/5.0316886">10.1063/5.0316886</a>
  apa: Kim, D., &#38; Cheng, B. (2026). Long-range electrostatics for machine learning
    interatomic potentials is easier than we thought. <i>The Journal of Chemical Physics</i>.
    AIP Publishing. <a href="https://doi.org/10.1063/5.0316886">https://doi.org/10.1063/5.0316886</a>
  chicago: Kim, Dongjin, and Bingqing Cheng. “Long-Range Electrostatics for Machine
    Learning Interatomic Potentials Is Easier than We Thought.” <i>The Journal of
    Chemical Physics</i>. AIP Publishing, 2026. <a href="https://doi.org/10.1063/5.0316886">https://doi.org/10.1063/5.0316886</a>.
  ieee: D. Kim and B. Cheng, “Long-range electrostatics for machine learning interatomic
    potentials is easier than we thought,” <i>The Journal of Chemical Physics</i>,
    vol. 164, no. 6. AIP Publishing, 2026.
  ista: Kim D, Cheng B. 2026. Long-range electrostatics for machine learning interatomic
    potentials is easier than we thought. The Journal of Chemical Physics. 164(6),
    060901.
  mla: Kim, Dongjin, and Bingqing Cheng. “Long-Range Electrostatics for Machine Learning
    Interatomic Potentials Is Easier than We Thought.” <i>The Journal of Chemical
    Physics</i>, vol. 164, no. 6, 060901, AIP Publishing, 2026, doi:<a href="https://doi.org/10.1063/5.0316886">10.1063/5.0316886</a>.
  short: D. Kim, B. Cheng, The Journal of Chemical Physics 164 (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: "The RPBE-D3 bulk water dataset, training scripts, evaluation
  scripts, the trained CACE E + F + Qeq model, and CACE LES and MACE LES models used
  to produce results shown in Figs. 2(c)–2(e) are available at https://github.com/ChengUCB/les_fit.\r\n\r\nThe
  LES library is publicly available at https://github.com/ChengUCB/les. The CACE package
  with the LES implementation is available at https://github.com/BingqingCheng/cace.
  The MACE package with the LES implementation is available at https://github.com/ACEsuit/mace.
  The NequIP and Allegro LES extension package is available at https://github.com/ChengUCB/NequIP-LES.
  The MatGL package with the LES implementation is available at https://github.com/ChengUCB/matgl.
  The UMA package with the LES implementation is available at https://github.com/santi921/fairchem/tree/les_branch."
date_created: 2026-03-02T10:06:46Z
date_published: 2026-02-14T00:00:00Z
date_updated: 2026-08-07T09:33:14Z
day: '14'
department:
- _id: BiCh
doi: 10.1063/5.0316886
external_id:
  arxiv:
  - '2512.18029'
fulldoi: https://doi.org/10.1063/5.0316886
intvolume: '       164'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2512.18029
month: '02'
oa: 1
oa_version: Preprint
publication: The Journal of Chemical Physics
publication_identifier:
  eissn:
  - 1089-7690
  issn:
  - 0021-9606
publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: no
title: Long-range electrostatics for machine learning interatomic potentials is easier
  than we thought
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 164
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22441'
abstract:
- lang: eng
  text: Warming impacts both net primary production (NPP) and soil organic carbon
    (SOC) decomposition, and consequently, SOC storage. However, the role of warming
    in regulating SOC storage remains debated. Here, we leverage literature data of
    warming experiments and a mechanistic model to explore SOC responses to warming
    by partitioning the effects of air and soil warming. Both the literature data
    and numerical model show that air and soil warming play distinct roles in regulating
    SOC storage, with insignificant SOC responses under air warming and negative responses
    to soil warming. Soil warming decreases SOC storage because of temperature-driven
    increases in decomposition rate. Air warming effects on SOC are more complex.
    In some cases, air warming can lead to a lower NPP and higher decomposition rate.
    In others, air warming can stimulate NPP and enhance soil moisture depletion that
    inhibits SOC decomposition. Once the latter mechanisms dominate, SOC storage increases
    with air warming.
article_number: '394'
article_processing_charge: No
article_type: original
author:
- first_name: Zhaoyang
  full_name: Luo, Zhaoyang
  last_name: Luo
- first_name: Jianning
  full_name: Ren, Jianning
  last_name: Ren
- first_name: Simone
  full_name: Fatichi, Simone
  id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
  last_name: Fatichi
citation:
  ama: Luo Z, Ren J, Fatichi S. Air and soil warming have different effects on soil
    organic carbon storage. <i>Communications Earth &#38; Environment</i>. 2026;7.
    doi:<a href="https://doi.org/10.1038/s43247-026-03367-5">10.1038/s43247-026-03367-5</a>
  apa: Luo, Z., Ren, J., &#38; Fatichi, S. (2026). Air and soil warming have different
    effects on soil organic carbon storage. <i>Communications Earth &#38; Environment</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s43247-026-03367-5">https://doi.org/10.1038/s43247-026-03367-5</a>
  chicago: Luo, Zhaoyang, Jianning Ren, and Simone Fatichi. “Air and Soil Warming
    Have Different Effects on Soil Organic Carbon Storage.” <i>Communications Earth
    &#38; Environment</i>. Springer Nature, 2026. <a href="https://doi.org/10.1038/s43247-026-03367-5">https://doi.org/10.1038/s43247-026-03367-5</a>.
  ieee: Z. Luo, J. Ren, and S. Fatichi, “Air and soil warming have different effects
    on soil organic carbon storage,” <i>Communications Earth &#38; Environment</i>,
    vol. 7. Springer Nature, 2026.
  ista: Luo Z, Ren J, Fatichi S. 2026. Air and soil warming have different effects
    on soil organic carbon storage. Communications Earth &#38; Environment. 7, 394.
  mla: Luo, Zhaoyang, et al. “Air and Soil Warming Have Different Effects on Soil
    Organic Carbon Storage.” <i>Communications Earth &#38; Environment</i>, vol. 7,
    394, Springer Nature, 2026, doi:<a href="https://doi.org/10.1038/s43247-026-03367-5">10.1038/s43247-026-03367-5</a>.
  short: Z. Luo, J. Ren, S. Fatichi, Communications Earth &#38; Environment 7 (2026).
das_tickbox: '1'
date_created: 2026-07-27T12:30:23Z
date_published: 2026-05-05T00:00:00Z
date_updated: 2026-08-07T09:28:26Z
day: '05'
doi: 10.1038/s43247-026-03367-5
extern: '1'
fulldoi: https://doi.org/10.1038/s43247-026-03367-5
intvolume: '         7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s43247-026-03367-5
month: '05'
oa: 1
oa_version: Published Version
publication: Communications Earth & Environment
publication_identifier:
  eissn:
  - 2662-4435
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Air and soil warming have different effects on soil organic carbon storage
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 7
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22528'
abstract:
- lang: eng
  text: Quantification of the impact of environmental stress on terrestrial vegetation
    photosynthesis is crucial for our understanding of the global carbon cycle, particularly
    under a changing climate. Vegetation responses to environmental stress manifest
    first as plant physiological changes, and at later stages through changes in canopy
    structure. Here we leverage CO2 and water flux data from 103 eddy covariance towers
    and satellite thermal images to assess whether current satellite reconstructions
    of solar-induced chlorophyll fluorescence capture these plant mechanisms. After
    removing seasonality using standardized anomalies (z-scores), we found that the
    relationship between tower-observed gross primary productivity and fluorescence
    reconstructions considerably weakened across a wide range of biomes. This loss
    of correlation results from a decoupling between stomatal responses and the physiological
    emission yield (ΦF) of fluorescence reconstructions during soil and atmospheric
    dry periods. The consequence is that productivity derived from fluorescence reconstructions
    will be progressively overestimated as dry conditions persist.
article_number: '9'
article_processing_charge: No
article_type: original
author:
- first_name: Jiacheng
  full_name: Zhao, Jiacheng
  last_name: Zhao
- first_name: Athanasios
  full_name: Paschalis, Athanasios
  last_name: Paschalis
- first_name: Pierre
  full_name: Gentine, Pierre
  last_name: Gentine
- first_name: Zhaozhong
  full_name: Feng, Zhaozhong
  last_name: Feng
- first_name: Simone
  full_name: Fatichi, Simone
  id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
  last_name: Fatichi
citation:
  ama: Zhao J, Paschalis A, Gentine P, Feng Z, Fatichi S. Limited capability of current
    satellite solar-induced chlorophyll fluorescence reconstructions to capture stomatal
    responses to environmental stresses. <i>Communications Earth &#38; Environment</i>.
    2026;7. doi:<a href="https://doi.org/10.1038/s43247-025-03035-0">10.1038/s43247-025-03035-0</a>
  apa: Zhao, J., Paschalis, A., Gentine, P., Feng, Z., &#38; Fatichi, S. (2026). Limited
    capability of current satellite solar-induced chlorophyll fluorescence reconstructions
    to capture stomatal responses to environmental stresses. <i>Communications Earth
    &#38; Environment</i>. Springer Nature. <a href="https://doi.org/10.1038/s43247-025-03035-0">https://doi.org/10.1038/s43247-025-03035-0</a>
  chicago: Zhao, Jiacheng, Athanasios Paschalis, Pierre Gentine, Zhaozhong Feng, and
    Simone Fatichi. “Limited Capability of Current Satellite Solar-Induced Chlorophyll
    Fluorescence Reconstructions to Capture Stomatal Responses to Environmental Stresses.”
    <i>Communications Earth &#38; Environment</i>. Springer Nature, 2026. <a href="https://doi.org/10.1038/s43247-025-03035-0">https://doi.org/10.1038/s43247-025-03035-0</a>.
  ieee: J. Zhao, A. Paschalis, P. Gentine, Z. Feng, and S. Fatichi, “Limited capability
    of current satellite solar-induced chlorophyll fluorescence reconstructions to
    capture stomatal responses to environmental stresses,” <i>Communications Earth
    &#38; Environment</i>, vol. 7. Springer Nature, 2026.
  ista: Zhao J, Paschalis A, Gentine P, Feng Z, Fatichi S. 2026. Limited capability
    of current satellite solar-induced chlorophyll fluorescence reconstructions to
    capture stomatal responses to environmental stresses. Communications Earth &#38;
    Environment. 7, 9.
  mla: Zhao, Jiacheng, et al. “Limited Capability of Current Satellite Solar-Induced
    Chlorophyll Fluorescence Reconstructions to Capture Stomatal Responses to Environmental
    Stresses.” <i>Communications Earth &#38; Environment</i>, vol. 7, 9, Springer
    Nature, 2026, doi:<a href="https://doi.org/10.1038/s43247-025-03035-0">10.1038/s43247-025-03035-0</a>.
  short: J. Zhao, A. Paschalis, P. Gentine, Z. Feng, S. Fatichi, Communications Earth
    &#38; Environment 7 (2026).
das_tickbox: '1'
date_created: 2026-07-27T12:30:24Z
date_published: 2026-01-05T00:00:00Z
date_updated: 2026-08-07T10:34:55Z
day: '05'
doi: 10.1038/s43247-025-03035-0
extern: '1'
fulldoi: https://doi.org/10.1038/s43247-025-03035-0
intvolume: '         7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s43247-025-03035-0
month: '01'
oa: 1
oa_version: Published Version
publication: Communications Earth & Environment
publication_identifier:
  eissn:
  - 2662-4435
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Limited capability of current satellite solar-induced chlorophyll fluorescence
  reconstructions to capture stomatal responses to environmental stresses
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 7
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: diamond
PlanS_conform: '1'
_id: '22663'
abstract:
- lang: eng
  text: The detection of strong, large-scale magnetic fields at the surfaces of the
    oldest white dwarfs might point toward a hidden internal magnetic field slowly
    rising to the surface. In addition, strong magnetic fields have recently been
    measured through asteroseismology in the radiative interiors of red giant stars,
    the progenitors of white dwarfs. To investigate the potential connection between
    these observations, we revisited the fossil field framework using asteroseismic
    detections to constrain the strength of such magnetic fields as red giants evolve
    into the white dwarf stage. We assumed that the magnetic field was either created
    during the core convection on the main sequence or that it fills the radiative
    interior as the star evolves on the red giant branch. From these initial conditions,
    we evolved the magnetic flux, allowing for magnetic diffusion along the evolution
    of a modeled 1.5 M⊙ star. We find that measured field strengths in red giants
    attributed to the hydrogen-burning shell are compatible with the field amplitudes
    and emergence timescales of magnetized white dwarfs. On the contrary, magnetic
    fields generated solely from a convective-core dynamo on the main sequence and
    detectable on the red giant branch would be buried too deep in the star and would
    not match the breakout timescales or the field strengths of magnetic white dwarfs.
    Therefore, for us to connect magnetic fields observed along the late evolution
    of stars via a fossil field we would need to find a broadly magnetized internal
    radiative zone on the red giant branch.
acknowledgement: "The authors thank the referee for their helpful and constructive
  report, which has significantly enhanced the quality of the manuscript.\r\nThe authors
  thank I. Caiazzo, L. Ferrario, and L. Buchele for very useful discussions. L. Barrault,
  L. Bugnet, and L. Einramhof gratefully acknowledge support from the European Research
  Council (ERC) under the Horizon Europe\r\nprogramme (Calcifer; Starting Grant agreement
  N◦101165631). L. Barrault\r\nacknowledges the support of the Austrian Academy of
  Sciences through the Doctoral Fellowship Programme (DOC) of the Austrian Academy
  of Sciences 27648.\r\nWhile partially funded by the European Union, views and opinions
  expressed\r\nare, however, those of the authors only and do not necessarily reflect
  those of the European Union or the European Research Council. Neither the European
  Union\r\nnor the granting authority can be held responsible for them."
article_number: L14
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Lukas
  full_name: Einramhof, Lukas
  id: f1497a1a-72ef-11ef-b75a-fd877bbf6e8c
  last_name: Einramhof
- first_name: Lisa Annabelle
  full_name: Bugnet, Lisa Annabelle
  id: d9edb345-f866-11ec-9b37-d119b5234501
  last_name: Bugnet
  orcid: 0000-0003-0142-4000
- first_name: L. M.
  full_name: Calcaferro, L. M.
  last_name: Calcaferro
- first_name: Lucas
  full_name: Barrault, Lucas
  id: 4471a8fd-32c1-11ee-a9a4-fb670d398f64
  last_name: Barrault
- first_name: S. B.
  full_name: Das, S. B.
  last_name: Das
citation:
  ama: Einramhof L, Bugnet LA, Calcaferro LM, Barrault L, Das SB. Magneto-archeology
    of white dwarfs. <i>Astronomy &#38; Astrophysics</i>. 2026;708. doi:<a href="https://doi.org/10.1051/0004-6361/202659069">10.1051/0004-6361/202659069</a>
  apa: Einramhof, L., Bugnet, L. A., Calcaferro, L. M., Barrault, L., &#38; Das, S.
    B. (2026). Magneto-archeology of white dwarfs. <i>Astronomy &#38; Astrophysics</i>.
    EDP Sciences. <a href="https://doi.org/10.1051/0004-6361/202659069">https://doi.org/10.1051/0004-6361/202659069</a>
  chicago: Einramhof, Lukas, Lisa Annabelle Bugnet, L. M. Calcaferro, Lucas Barrault,
    and S. B. Das. “Magneto-Archeology of White Dwarfs.” <i>Astronomy &#38; Astrophysics</i>.
    EDP Sciences, 2026. <a href="https://doi.org/10.1051/0004-6361/202659069">https://doi.org/10.1051/0004-6361/202659069</a>.
  ieee: L. Einramhof, L. A. Bugnet, L. M. Calcaferro, L. Barrault, and S. B. Das,
    “Magneto-archeology of white dwarfs,” <i>Astronomy &#38; Astrophysics</i>, vol.
    708. EDP Sciences, 2026.
  ista: Einramhof L, Bugnet LA, Calcaferro LM, Barrault L, Das SB. 2026. Magneto-archeology
    of white dwarfs. Astronomy &#38; Astrophysics. 708, L14.
  mla: Einramhof, Lukas, et al. “Magneto-Archeology of White Dwarfs.” <i>Astronomy
    &#38; Astrophysics</i>, vol. 708, L14, EDP Sciences, 2026, doi:<a href="https://doi.org/10.1051/0004-6361/202659069">10.1051/0004-6361/202659069</a>.
  short: L. Einramhof, L.A. Bugnet, L.M. Calcaferro, L. Barrault, S.B. Das, Astronomy
    &#38; Astrophysics 708 (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: We used MESA version 24.08.1. All inlists and relevant
  files are available on Zenodo at https://doi.org/10.5281/zenodo.19232789
date_created: 2026-08-10T07:53:32Z
date_published: 2026-04-01T00:00:00Z
date_updated: 2026-08-11T05:49:20Z
day: '01'
ddc:
- '520'
department:
- _id: LiBu
- _id: GradSch
doi: 10.1051/0004-6361/202659069
external_id:
  arxiv:
  - '2601.15203'
file:
- access_level: open_access
  checksum: 61edee776603d7b879b06b3ea8d2bc89
  content_type: application/pdf
  creator: dernst
  date_created: 2026-08-11T05:46:02Z
  date_updated: 2026-08-11T05:46:02Z
  file_id: '22671'
  file_name: 2026_AstronomyAstrophysics_Einramhof.pdf
  file_size: 3739424
  relation: main_file
  success: 1
file_date_updated: 2026-08-11T05:46:02Z
fulldoi: https://doi.org/10.1051/0004-6361/202659069
has_accepted_license: '1'
intvolume: '       708'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
project:
- _id: 914d8549-16d5-11f0-9cad-bbe6324c93a9
  grant_number: '101165631'
  name: 'Unveiling the mysteries of stellar dynamics: a pioneering journey in magnetoasteroseismology'
- _id: 5b62812b-ab3d-11f0-914f-8f3a9cdb4af7
  grant_number: '27648'
  name: Unveiling the structure and dynamics of the deep convective core - radiative
    zone boundary throughout stellar evolution
publication: Astronomy & Astrophysics
publication_identifier:
  eissn:
  - 1432-0746
  issn:
  - 0004-6361
publication_status: published
publisher: EDP Sciences
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Magneto-archeology of white dwarfs
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 708
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22648'
abstract:
- lang: eng
  text: Bifurcation characterizes the qualitative changes in parameterized dynamical
    systems and is one of the major topics in the field. In this work, we study combinatorial
    bifurcations within the framework of combinatorial dynamical systems—a young but
    already well-established theory. We introduce the Conley–Morse persistence barcode,
    a compact algebraic descriptor of combinatorial bifurcations. This barcode captures
    structural changes in a dynamical system at the level of Morse decompositions
    and provides a characterization of the nature of observed transitions in terms
    of the Conley index. The construction of the Conley–Morse persistence barcode
    builds upon ideas from topological persistence. Specifically, we consider a persistence
    module obtained from the Conley index of invariant sets indexed over a poset.
    Using gentle algebras, we prove that this module decomposes into simple intervals
    (bars) and compute them by adapting the zigzag persistence algorithm to our purpose.
acknowledgement: M.L. acknowledges support from the European Union’s Horizon 2020
  research and innovation programme under the Marie Skłodowska-Curie Grant Agreement
  No. 101034413. T.D. acknowledges the support of NSF funds CCF-2437030 and DMS-2301360.
  The authors would like to thank the anonymous reviewers for their careful reading
  of the paper. Their feedback significantly improved the quality of the article.
  T.D. and M.L. would like to acknowledge many thought-provoking discussions with
  Marian Mrozek on combinatorial dynamical systems and their continuations. M.S.T.
  would like to thank Álvaro Sánchez for insightful discussions about representation
  theory. Open access funding provided by Institute of Science and Technology (IST
  Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Tamal K.
  full_name: Dey, Tamal K.
  last_name: Dey
- first_name: Michał
  full_name: Lipiński, Michał
  id: dfffb474-4317-11ee-8f5c-fe3fc95a425e
  last_name: Lipiński
  orcid: 0000-0001-9789-9750
- first_name: Manuel
  full_name: Soriano Trigueros, Manuel
  id: 15ebd7cf-15bf-11ee-aebd-bb4bb5121ea8
  last_name: Soriano Trigueros
  orcid: 0000-0003-2449-1433
citation:
  ama: 'Dey TK, Lipiński M, Soriano Trigueros M. Conley-Morse persistence barcode:
    A homological signature of combinatorial bifurcations. <i>Foundations of Computational
    Mathematics</i>. 2026. doi:<a href="https://doi.org/10.1007/s10208-026-09766-6">10.1007/s10208-026-09766-6</a>'
  apa: 'Dey, T. K., Lipiński, M., &#38; Soriano Trigueros, M. (2026). Conley-Morse
    persistence barcode: A homological signature of combinatorial bifurcations. <i>Foundations
    of Computational Mathematics</i>. Springer. <a href="https://doi.org/10.1007/s10208-026-09766-6">https://doi.org/10.1007/s10208-026-09766-6</a>'
  chicago: 'Dey, Tamal K., Michał Lipiński, and Manuel Soriano Trigueros. “Conley-Morse
    Persistence Barcode: A Homological Signature of Combinatorial Bifurcations.” <i>Foundations
    of Computational Mathematics</i>. Springer, 2026. <a href="https://doi.org/10.1007/s10208-026-09766-6">https://doi.org/10.1007/s10208-026-09766-6</a>.'
  ieee: 'T. K. Dey, M. Lipiński, and M. Soriano Trigueros, “Conley-Morse persistence
    barcode: A homological signature of combinatorial bifurcations,” <i>Foundations
    of Computational Mathematics</i>. Springer, 2026.'
  ista: 'Dey TK, Lipiński M, Soriano Trigueros M. 2026. Conley-Morse persistence barcode:
    A homological signature of combinatorial bifurcations. Foundations of Computational
    Mathematics.'
  mla: 'Dey, Tamal K., et al. “Conley-Morse Persistence Barcode: A Homological Signature
    of Combinatorial Bifurcations.” <i>Foundations of Computational Mathematics</i>,
    Springer, 2026, doi:<a href="https://doi.org/10.1007/s10208-026-09766-6">10.1007/s10208-026-09766-6</a>.'
  short: T.K. Dey, M. Lipiński, M. Soriano Trigueros, Foundations of Computational
    Mathematics (2026).
corr_author: '1'
das_tickbox: '0'
date_created: 2026-08-05T06:11:30Z
date_published: 2026-08-04T00:00:00Z
date_updated: 2026-08-11T06:13:33Z
day: '04'
ddc:
- '500'
department:
- _id: HeEd
doi: 10.1007/s10208-026-09766-6
ec_funded: 1
external_id:
  arxiv:
  - '2504.17105'
fulldoi: https://doi.org/10.1007/s10208-026-09766-6
has_accepted_license: '1'
keyword:
- Multivector field
- Conley index
- Morse decomposition
- Bifurcation
- Continuation
- Zigzag persistence
- Persistence barcode
- Gentle algebra
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/s10208-026-09766-6
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: fc2ed2f7-9c52-11eb-aca3-c01059dda49c
  call_identifier: H2020
  grant_number: '101034413'
  name: 'IST-BRIDGE: International postdoctoral program'
publication: Foundations of Computational Mathematics
publication_identifier:
  eissn:
  - 1615-3383
  issn:
  - 1615-3375
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: 'Conley-Morse persistence barcode: A homological signature of combinatorial
  bifurcations'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22677'
abstract:
- lang: eng
  text: "Study region: The Vilcanota Urubamba Basin in southern Peru includes fragile
    wetland ecosystems that play a key role in mountain hydrology and support grazing
    for Andean communities.\r\nStudy focus: Mapping of wetlands variability is missing,
    limiting our understanding of their characteristics, seasonality and link with
    the cryosphere. We characterise wetland distribution, seasonality and persistence
    and evaluate their spatial association with glaciers and seasonal snow. Using
    Landsat 7 and 8 imagery, we build three-month seasonal land cover maps from 2013
    to 2022 using a Random Forest classification and an Albedo Retrieval approach.\r\nNew
    hydrological insights for the region: Wetland area decreases by 38% from the end
    of the wet season (October to December) to the end of the dry season (July to
    September). Pixel transitions indicate that wetlands primarily transform to and
    from agricultural and pasture lands. Highly persistent wetlands are located above
    4600 m a.s.l. and closer to glaciers than less persistent wetlands. We identified
    three wetland seasonal drying patterns. Basins with delayed and slow dry-out wetlands
    were more common at higher elevations but were not always in glacierised catchments,
    suggesting meltwater may maintain wetlands in the early dry season. We provide
    the first large-scale picture of wetland seasonality, and the basis for modelling
    the processes that sustain wetlands in tropical high mountains."
acknowledgement: 'Joshua Castro acknowledges the support and funding of the Swiss
  Government Excellence Scholarships (ESKAS-Nr: 2022.0416) and the Doc. Mobility program
  by the University of Fribourg. Catriona Fyffe acknowledges support from the Marie
  Skłodowska-Curie Action project EPIC, which was funded by the European Union (grant
  number 101105480). Francesca Pellicciotti and Vinisha Varghese acknowledge support
  from the SNSF-funded PASTURE project, grant no. 202604. Emily Potter was jointly
  funded by a Leverhulme Trust ECR fellowship and NERC grant NE/X004031/1. We thank
  Miguel Vargas from the Universidad Nacional San Antonio Abad del Cusco for providing
  the validation points dataset used in this work.'
article_number: '103808'
article_processing_charge: Yes
article_type: original
author:
- first_name: Joshua
  full_name: Castro, Joshua
  last_name: Castro
- first_name: Catriona Louise
  full_name: Fyffe, Catriona Louise
  id: 001b0422-8d15-11ed-bc51-cab6c037a228
  last_name: Fyffe
- first_name: Thomas
  full_name: Shaw, Thomas
  id: 3caa3f91-1f03-11ee-96ce-e0e553054d6e
  last_name: Shaw
  orcid: 0000-0001-7640-6152
- first_name: Evan
  full_name: Miles, Evan
  last_name: Miles
- first_name: Emily
  full_name: Potter, Emily
  last_name: Potter
- first_name: Martin
  full_name: Hoelzle, Martin
  last_name: Hoelzle
- first_name: Vinisha
  full_name: Varghese, Vinisha
  last_name: Varghese
- first_name: Francesca
  full_name: Pellicciotti, Francesca
  id: b28f055a-81ea-11ed-b70c-a9fe7f7b0e70
  last_name: Pellicciotti
  orcid: 0000-0002-5554-8087
citation:
  ama: 'Castro J, Fyffe CL, Shaw T, et al. Andean wetlands: Seasonal variability and
    their interactions with the cryosphere. <i>Journal of Hydrology: Regional Studies</i>.
    2026;67. doi:<a href="https://doi.org/10.1016/j.ejrh.2026.103808">10.1016/j.ejrh.2026.103808</a>'
  apa: 'Castro, J., Fyffe, C. L., Shaw, T., Miles, E., Potter, E., Hoelzle, M., …
    Pellicciotti, F. (2026). Andean wetlands: Seasonal variability and their interactions
    with the cryosphere. <i>Journal of Hydrology: Regional Studies</i>. Elsevier.
    <a href="https://doi.org/10.1016/j.ejrh.2026.103808">https://doi.org/10.1016/j.ejrh.2026.103808</a>'
  chicago: 'Castro, Joshua, Catriona Louise Fyffe, Thomas Shaw, Evan Miles, Emily
    Potter, Martin Hoelzle, Vinisha Varghese, and Francesca Pellicciotti. “Andean
    Wetlands: Seasonal Variability and Their Interactions with the Cryosphere.” <i>Journal
    of Hydrology: Regional Studies</i>. Elsevier, 2026. <a href="https://doi.org/10.1016/j.ejrh.2026.103808">https://doi.org/10.1016/j.ejrh.2026.103808</a>.'
  ieee: 'J. Castro <i>et al.</i>, “Andean wetlands: Seasonal variability and their
    interactions with the cryosphere,” <i>Journal of Hydrology: Regional Studies</i>,
    vol. 67. Elsevier, 2026.'
  ista: 'Castro J, Fyffe CL, Shaw T, Miles E, Potter E, Hoelzle M, Varghese V, Pellicciotti
    F. 2026. Andean wetlands: Seasonal variability and their interactions with the
    cryosphere. Journal of Hydrology: Regional Studies. 67, 103808.'
  mla: 'Castro, Joshua, et al. “Andean Wetlands: Seasonal Variability and Their Interactions
    with the Cryosphere.” <i>Journal of Hydrology: Regional Studies</i>, vol. 67,
    103808, Elsevier, 2026, doi:<a href="https://doi.org/10.1016/j.ejrh.2026.103808">10.1016/j.ejrh.2026.103808</a>.'
  short: 'J. Castro, C.L. Fyffe, T. Shaw, E. Miles, E. Potter, M. Hoelzle, V. Varghese,
    F. Pellicciotti, Journal of Hydrology: Regional Studies 67 (2026).'
das_tickbox: '1'
dataavailabilitystatement: Research Data and script is available in https://doi.org/10.5281/zenodo.18508189.
date_created: 2026-08-11T06:19:46Z
date_published: 2026-07-30T00:00:00Z
date_updated: 2026-08-11T06:48:28Z
day: '30'
ddc:
- '550'
department:
- _id: FrPe
doi: 10.1016/j.ejrh.2026.103808
file:
- access_level: open_access
  checksum: 6a6545fc11b6c7948cdede877d19e3f3
  content_type: application/pdf
  creator: dernst
  date_created: 2026-08-11T06:45:46Z
  date_updated: 2026-08-11T06:45:46Z
  file_id: '22680'
  file_name: 2026_JourHydrology_Castro.pdf
  file_size: 13155535
  relation: main_file
  success: 1
file_date_updated: 2026-08-11T06:45:46Z
fulldoi: https://doi.org/10.1016/j.ejrh.2026.103808
has_accepted_license: '1'
intvolume: '        67'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: bdbe6627-d553-11ed-ba76-b5c9eedf278f
  grant_number: '101105480'
  name: ExPloring the ecohydrological Impacts of a changing Cryosphere in the Peruvian
    Andes
publication: 'Journal of Hydrology: Regional Studies'
publication_identifier:
  eissn:
  - 2214-5818
publication_status: published
publisher: Elsevier
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: 'Andean wetlands: Seasonal variability and their interactions with the cryosphere'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 67
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '22675'
abstract:
- lang: eng
  text: "Tidal disruption events (TDEs) have traditionally been discovered in optical
    sky surveys through targeted searches of nuclear transients. However, it is expected
    that some TDEs will occur outside the galaxy nucleus, arising from wandering black
    holes (BHs) originating in galaxy mergers. Here, we present observations of TDE
    2025abcr, the first optical TDE discovered in the outskirts of a host galaxy.
    The TDE was identified by a custom “off-nuclear” implementation of the machine
    learning classifier tdescore, which classifies new ZTF transients based on their
    lightcurves. Follow-up observations confirm that TDE 2025abcr is a TDE-H+He, occurring
    9\r\n5 (9.3 kpc projected distance) from the nucleus of a massive galaxy (M⋆ =
    1011.18±0.03M⊙) with a central BH mass of 108.82±0.65M⊙. TDE 2025abcr itself was
    likely disrupted by a much lighter BH (106.09±0.53M⊙, as estimated with peak luminosity
    scaling relations). The BH was either dynamically ejected from the nucleus or
    lies at the center of a very faint tidally stripped dwarf galaxy undergoing a
    minor merger. Late-time observations of TDE 2025abcr could confirm the origin
    of this apparent “wandering” BH. The rate of highly offset (≳3 kpc) TDEs can be
    constrained to <10% of the nuclear TDE rate, but our discovery implies that many
    dozens of similar sources will be detected by the Vera C. Rubin Observatory each
    year with resolvable offsets."
acknowledgement: "We thank Muryel Guolo, Dan Perley, and Carl Rodriguez for the fruitful
  discussions about off-nuclear TDEs.\r\n\r\nBased on observations obtained with the
  Samuel Oschin Telescope 48-inch and the 60-inch Telescope at the Palomar Observatory
  as part of the ZTF project. ZTF is supported by the National Science Foundation
  under award #2407588 and a partnership including Caltech, USA; Caltech/IPAC, USA;
  University of Maryland, USA; University of California, Berkeley, USA; Cornell University,
  USA; Drexel University, USA; University of North Carolina at Chapel Hill, USA; Institute
  of Science and Technology, Austria; National Central University, Taiwan, and the
  German Center for Astrophysics (DZA), Germany. Operations are conducted by Caltech’s
  Optical Observatory (COO), Caltech/IPAC, and the University of Washington at Seattle,
  USA.\r\n\r\nSED Machine is based upon work supported by the National Science Foundation
  under grant No. 1106171.\r\n\r\nThe Gordon and Betty Moore Foundation, through both
  the Data-Driven Investigator Program and a dedicated grant, provided critical funding
  for SkyPortal.\r\n\r\nThese results were obtained with the use of LDT, owned and
  operated by the Lowell Observatory\r\n\r\nSome of the data presented herein were
  obtained at Keck Observatory, which is a private 501(c)3 nonprofit organization
  operated as a scientific partnership among the California Institute of Technology,
  the University of California, and the National Aeronautics and Space Administration.
  The Observatory was made possible by the generous financial support of the W. M.
  Keck Foundation. The authors wish to recognize and acknowledge the very significant
  cultural role and reverence that the summit of Maunakea has always had within the
  Native Hawaiian community. We are most fortunate to have the opportunity to conduct
  observations from this mountain.\r\n\r\nA major upgrade of the Kast spectrograph
  on the Shane 3 m telescope at Lick Observatory, led by Brad Holden, was made possible
  through gifts from the Heising-Simons Foundation, William and Marina Kast, and the
  University of California Observatories. Research at Lick Observatory is partially
  supported by a generous gift from Google.\r\n\r\nThis work is based (in part) on
  observations made with NOT, owned in collaboration by the University of Turku and
  Aarhus University, and operated jointly by Aarhus University, the University of
  Turku and the University of Oslo, representing Denmark, Finland and Norway, the
  University of Iceland and Stockholm University at the Observatorio del Roque de
  los Muchachos, La Palma, Spain, of the Instituto de Astrofisica de Canarias under
  NOT programmes 72-504. The NOT data presented here were obtained with ALFOSC, which
  is provided by the Instituto de Astrofisica de Andalucia (IAA) under a joint agreement
  with the University of Copenhagen and NOT.\r\n\r\nThis work made use of data supplied
  by the UK Swift Science Data Centre at the University of Leicester.\r\n\r\nThis
  paper contains data obtained at the Wendelstein Observatory of the Ludwig-Maximilians
  University Munich. We thank Christoph Ries for carrying out the observations. Funded
  in part by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)
  under Germany’s Excellence Strategy—EXC-2094/2—390783311.\r\n\r\nThe national facility
  capability for SkyMapper has been funded through ARC LIEF grant LE130100104 from
  the Australian Research Council, awarded to the University of Sydney, the Australian
  National University, Swinburne University of Technology, the University of Queensland,
  the University of Western Australia, the University of Melbourne, Curtin University
  of Technology, Monash University, and the Australian Astronomical Observatory. SkyMapper
  is owned and operated by The Australian National University’s Research School of
  Astronomy and Astrophysics. The survey data were processed and provided by the SkyMapper
  Team at ANU. The SkyMapper node of the All-Sky Virtual Observatory (ASVO) is hosted
  at the National Computational Infrastructure (NCI). Development and support of the
  SkyMapper node of the ASVO has been funded in part by Astronomy Australia Limited
  (AAL) and the Australian Government through the Commonwealth’s Education Investment
  Fund (EIF) and National Collaborative Research Infrastructure Strategy (NCRIS),
  particularly the National eResearch Collaboration Tools and Resources (NeCTAR) and
  the Australian National Data Service Projects (ANDS).\r\n\r\nThe National Radio
  Astronomy Observatory (NRAO) is a facility of the National Science Foundation operated
  under cooperative agreement by Associated Universities, Inc. We thank the NRAO for
  carrying out the Karl G. Jansky VLA observation.\r\n\r\nNote Added - Shortly before
  this work was accepted, we became aware of a later preprint by K. Patra et al. (2026).
  The work reaches many similar conclusions to our own, and presents additional JWST
  data of TDE 2025abcr. We also thank the authors for highlighting a typo on an earlier
  version of this manuscript, with the projected offset incorrectly given as 10.3
  kpc rather than 9.3 kpc.\r\n\r\nFacilities: PO:1.2m - Palomar Observatory's 1.2
  meter Samuel Oschin Telescope (ZTF), Hale - Palomar Observatory's 5.1m Hale Telescope
  (protoCerberus), Keck:I - KECK I Telescope (LRIS), LDT - (DeVeney, LMI), NOT - Nordic
  Optical Telescope (ALFOSC), PO:1.5m - Palomar Observatory's 1.5 meter Telescope
  (SEDM), SOAR - The Southern Astrophysical Research Telescope (Goodman), Swift -
  Swift Gamma-Ray Burst Mission (XRT, UVOT) - , VLA - Very Large Array, WO:2m - (3KK).\r\n\r\nSoftware:
  astroquery (B. D. Johnson et al. 2021), emcee (D. Foreman-Mackey et al. 2013), HEASoft,
  galsynthspec (R. D. Stein 2025), mirar (R. D. Stein et al. 2025), prospector (B.
  D. Johnson et al. 2021), SCAMP (E. Bertin 2006), scarlet (P. Melchior et al. 2018),
  Source Extractor (E. Bertin & S. Arnouts 1996), swifttools, tdescore (R. Stein et
  al. 2024), uvotredux (R. D. Stein & J. Carney 2025)."
article_number: L57
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Robert
  full_name: Stein, Robert
  last_name: Stein
- first_name: Jonathan
  full_name: Carney, Jonathan
  last_name: Carney
- first_name: Charlotte
  full_name: Ward, Charlotte
  last_name: Ward
- first_name: Raffaella
  full_name: Margutti, Raffaella
  last_name: Margutti
- first_name: Xander J.
  full_name: Hall, Xander J.
  last_name: Hall
- first_name: Itai
  full_name: Sfaradi, Itai
  last_name: Sfaradi
- first_name: Igor
  full_name: Andreoni, Igor
  last_name: Andreoni
- first_name: Panos
  full_name: Charalampopoulos, Panos
  last_name: Charalampopoulos
- first_name: Ryan
  full_name: Chornock, Ryan
  last_name: Chornock
- first_name: Suvi
  full_name: Gezari, Suvi
  last_name: Gezari
- first_name: Geoffrey
  full_name: Mo, Geoffrey
  last_name: Mo
- first_name: Yuhan
  full_name: Yao, Yuhan
  last_name: Yao
- first_name: Akash
  full_name: Anumarlapudi, Akash
  last_name: Anumarlapudi
- first_name: Eric C.
  full_name: Bellm, Eric C.
  last_name: Bellm
- first_name: Joshua S.
  full_name: Bloom, Joshua S.
  last_name: Bloom
- first_name: Malte
  full_name: Busmann, Malte
  last_name: Busmann
- first_name: Ilaria
  full_name: Caiazzo, Ilaria
  id: 8ae5b6e7-2a03-11ee-914d-b58ed7a3b47d
  last_name: Caiazzo
  orcid: 0000-0002-4770-5388
- first_name: S. Bradley
  full_name: Cenko, S. Bradley
  last_name: Cenko
- first_name: Matthew J.
  full_name: Graham, Matthew J.
  last_name: Graham
- first_name: Steven L.
  full_name: Groom, Steven L.
  last_name: Groom
- first_name: Daniel
  full_name: Gruen, Daniel
  last_name: Gruen
- first_name: Erica
  full_name: Hammerstein, Erica
  last_name: Hammerstein
- first_name: Benjamin C.
  full_name: Kaiser, Benjamin C.
  last_name: Kaiser
- first_name: Mansi M.
  full_name: Kasliwal, Mansi M.
  last_name: Kasliwal
- first_name: Brendan
  full_name: O’Connor, Brendan
  last_name: O’Connor
- first_name: Antonella
  full_name: Palmese, Antonella
  last_name: Palmese
- first_name: Josiah
  full_name: Purdum, Josiah
  last_name: Purdum
- first_name: Jillian C.
  full_name: Rastinejad, Jillian C.
  last_name: Rastinejad
- first_name: Reed
  full_name: Riddle, Reed
  last_name: Riddle
- first_name: Ben
  full_name: Rusholme, Ben
  last_name: Rusholme
- first_name: Jesper
  full_name: Sollerman, Jesper
  last_name: Sollerman
- first_name: Jean J.
  full_name: Somalwar, Jean J.
  last_name: Somalwar
- first_name: Sylvain
  full_name: Veilleux, Sylvain
  last_name: Veilleux
citation:
  ama: 'Stein R, Carney J, Ward C, et al. TDE 2025abcr: A tidal disruption event in
    the outskirts of a massive galaxy. <i>The Astrophysical Journal Letters</i>. 2026;1006(2).
    doi:<a href="https://doi.org/10.3847/2041-8213/ae77f3">10.3847/2041-8213/ae77f3</a>'
  apa: 'Stein, R., Carney, J., Ward, C., Margutti, R., Hall, X. J., Sfaradi, I., …
    Veilleux, S. (2026). TDE 2025abcr: A tidal disruption event in the outskirts of
    a massive galaxy. <i>The Astrophysical Journal Letters</i>. IOP Publishing. <a
    href="https://doi.org/10.3847/2041-8213/ae77f3">https://doi.org/10.3847/2041-8213/ae77f3</a>'
  chicago: 'Stein, Robert, Jonathan Carney, Charlotte Ward, Raffaella Margutti, Xander
    J. Hall, Itai Sfaradi, Igor Andreoni, et al. “TDE 2025abcr: A Tidal Disruption
    Event in the Outskirts of a Massive Galaxy.” <i>The Astrophysical Journal Letters</i>.
    IOP Publishing, 2026. <a href="https://doi.org/10.3847/2041-8213/ae77f3">https://doi.org/10.3847/2041-8213/ae77f3</a>.'
  ieee: 'R. Stein <i>et al.</i>, “TDE 2025abcr: A tidal disruption event in the outskirts
    of a massive galaxy,” <i>The Astrophysical Journal Letters</i>, vol. 1006, no.
    2. IOP Publishing, 2026.'
  ista: 'Stein R, Carney J, Ward C, Margutti R, Hall XJ, Sfaradi I, Andreoni I, Charalampopoulos
    P, Chornock R, Gezari S, Mo G, Yao Y, Anumarlapudi A, Bellm EC, Bloom JS, Busmann
    M, Caiazzo I, Cenko SB, Graham MJ, Groom SL, Gruen D, Hammerstein E, Kaiser BC,
    Kasliwal MM, O’Connor B, Palmese A, Purdum J, Rastinejad JC, Riddle R, Rusholme
    B, Sollerman J, Somalwar JJ, Veilleux S. 2026. TDE 2025abcr: A tidal disruption
    event in the outskirts of a massive galaxy. The Astrophysical Journal Letters.
    1006(2), L57.'
  mla: 'Stein, Robert, et al. “TDE 2025abcr: A Tidal Disruption Event in the Outskirts
    of a Massive Galaxy.” <i>The Astrophysical Journal Letters</i>, vol. 1006, no.
    2, L57, IOP Publishing, 2026, doi:<a href="https://doi.org/10.3847/2041-8213/ae77f3">10.3847/2041-8213/ae77f3</a>.'
  short: R. Stein, J. Carney, C. Ward, R. Margutti, X.J. Hall, I. Sfaradi, I. Andreoni,
    P. Charalampopoulos, R. Chornock, S. Gezari, G. Mo, Y. Yao, A. Anumarlapudi, E.C.
    Bellm, J.S. Bloom, M. Busmann, I. Caiazzo, S.B. Cenko, M.J. Graham, S.L. Groom,
    D. Gruen, E. Hammerstein, B.C. Kaiser, M.M. Kasliwal, B. O’Connor, A. Palmese,
    J. Purdum, J.C. Rastinejad, R. Riddle, B. Rusholme, J. Sollerman, J.J. Somalwar,
    S. Veilleux, The Astrophysical Journal Letters 1006 (2026).
das_tickbox: '0'
date_created: 2026-08-11T06:19:19Z
date_published: 2026-07-27T00:00:00Z
date_updated: 2026-08-11T07:45:27Z
day: '27'
ddc:
- '520'
department:
- _id: IlCa
doi: 10.3847/2041-8213/ae77f3
external_id:
  arxiv:
  - '2602.10180'
file:
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intvolume: '      1006'
issue: '2'
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- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: The Astrophysical Journal Letters
publication_identifier:
  eissn:
  - 2041-8213
  issn:
  - 2041-8205
publication_status: published
publisher: IOP Publishing
quality_controlled: '1'
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scopus_import: '1'
status: public
supplementarymaterial: yes
title: 'TDE 2025abcr: A tidal disruption event in the outskirts of a massive galaxy'
tmp:
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type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1006
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abstract:
- lang: eng
  text: "Identification of the genomic regions that contribute to reproductive isolation
    and how\r\nthey interact is a major goal of evolutionary genetics. Much effort
    has focused on\r\nlocating candidate genes and potential barrier loci by scanning
    genomes for regions\r\nof excess differentiation (FST). An alternative, and perhaps
    more robust approach, is\r\nto scan for genomic regions exhibiting steep clines
    in allele frequency across a hybrid\r\nzone. We develop a computationally efficient
    method for approximating cline parameters\r\nfor large number of loci, and apply
    it to genomic data from across a hybrid zone\r\nbetween flower colour varieties
    of Antirrhinum majus (A. m. m var. pseudomajus and\r\nA. m. m var. striatum).
    Most steep clines are clustered in seven genomic regions,\r\nonly four of which
    were present from FST scans between all pair-wise comparisons.\r\nSix of these
    regions carry previously identified loci that influence flower colour in the\r\nhybrid
    zone. The seventh region harbours a novel locus, RUBIA, modifying magenta\r\nintensity.
    Clines at RUBIA approached fixation on the magenta side of the hybrid\r\nzone,
    whilst remaining polymorphic on the yellow side. This polymorphism on the\r\nyellow
    side may reflect a smaller phenotypic effect of RUBIA in yellow compared\r\nto
    magenta genetic backgrounds. Our findings illustrate how whole-genome cline\r\nscans
    in hybrid zones can robustly detect genomic regions contributing to phenotypic\r\ndifferences
    and highlight how different reproductive barrier loci interact across the\r\ngenome."
acknowledgement: This work was supported by the Biotechnology and Biological Sciences
  Research Council (https://www.ukri.org/councils/bbsrc/) (grants BB/S009256/1, BB/G009325/1,
  BBS/E/JI/230002C, and BBS/E/J/000PR9773 to EC, and Norwich Research Park Biosciences
  Doctoral Training Partnership grant (https://www.jic.ac.uk/training-careers/postgraduate-opportunities/nrp-doctoral-training-partnership/)
  (BB/M011216/1 to DR) and European Research Council (https://erc.europa.eu/homepage)
  ERC Advanced Grant HaplotypeStructure (101055327 to NB). The funders had no role
  in study design, data collection and analysis, decision to publish, or preparation
  of the manuscript. We are grateful to Monique Burrus, Christophe Andalo, Tom Ellis,
  Parvathy Surendranadh and members of the Barton group for interesting discussion.
  We are also grateful for numerous undergraduate volunteers who assisted with collecting
  of flowers and leaf samples in the field. Melinda Pickup passed away before the
  submission of the final version of this manuscript. David L Field accepts responsibility
  for the integrity and validity of the data collected and analyzed.
article_number: e1012173
article_processing_charge: Yes
article_type: original
author:
- first_name: David
  full_name: Field, David
  id: 419049E2-F248-11E8-B48F-1D18A9856A87
  last_name: Field
  orcid: 0000-0002-4014-8478
- first_name: Sean
  full_name: Stankowski, Sean
  id: 43161670-5719-11EA-8025-FABC3DDC885E
  last_name: Stankowski
- first_name: Taylor
  full_name: Reiter, Taylor
  last_name: Reiter
- first_name: Jitka
  full_name: Polechova, Jitka
  last_name: Polechova
- first_name: Desmond
  full_name: Bradley, Desmond
  last_name: Bradley
- first_name: Daniel M.
  full_name: Richardson, Daniel M.
  last_name: Richardson
- first_name: Annabel
  full_name: Whibley, Annabel
  last_name: Whibley
- first_name: Arka
  full_name: Pal, Arka
  id: 6AAB2240-CA9A-11E9-9C1A-D9D1E5697425
  last_name: Pal
  orcid: 0000-0002-4530-8469
- first_name: Daria
  full_name: Shipilina, Daria
  id: 428A94B0-F248-11E8-B48F-1D18A9856A87
  last_name: Shipilina
  orcid: 0000-0002-1145-9226
- first_name: Louis
  full_name: Boell, Louis
  last_name: Boell
- first_name: Melinda
  full_name: Pickup, Melinda
  id: 2C78037E-F248-11E8-B48F-1D18A9856A87
  last_name: Pickup
  orcid: 0000-0001-6118-0541
- first_name: Yongbiao
  full_name: Xue, Yongbiao
  last_name: Xue
- first_name: Enrico
  full_name: Coen, Enrico
  last_name: Coen
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
biorxivid: 1
citation:
  ama: Field D, Stankowski S, Reiter T, et al. Genome-wide cline analysis identifies
    new locus contributing to a barrier to gene flow across an Antirrhinum hybrid
    zone. <i>PLOS Genetics</i>. 2026;22(7). doi:<a href="https://doi.org/10.1371/journal.pgen.1012173">10.1371/journal.pgen.1012173</a>
  apa: Field, D., Stankowski, S., Reiter, T., Polechova, J., Bradley, D., Richardson,
    D. M., … Barton, N. H. (2026). Genome-wide cline analysis identifies new locus
    contributing to a barrier to gene flow across an Antirrhinum hybrid zone. <i>PLOS
    Genetics</i>. Public Library of Science. <a href="https://doi.org/10.1371/journal.pgen.1012173">https://doi.org/10.1371/journal.pgen.1012173</a>
  chicago: Field, David, Sean Stankowski, Taylor Reiter, Jitka Polechova, Desmond
    Bradley, Daniel M. Richardson, Annabel Whibley, et al. “Genome-Wide Cline Analysis
    Identifies New Locus Contributing to a Barrier to Gene Flow across an Antirrhinum
    Hybrid Zone.” <i>PLOS Genetics</i>. Public Library of Science, 2026. <a href="https://doi.org/10.1371/journal.pgen.1012173">https://doi.org/10.1371/journal.pgen.1012173</a>.
  ieee: D. Field <i>et al.</i>, “Genome-wide cline analysis identifies new locus contributing
    to a barrier to gene flow across an Antirrhinum hybrid zone,” <i>PLOS Genetics</i>,
    vol. 22, no. 7. Public Library of Science, 2026.
  ista: Field D, Stankowski S, Reiter T, Polechova J, Bradley D, Richardson DM, Whibley
    A, Pal A, Shipilina D, Boell L, Pickup M, Xue Y, Coen E, Barton NH. 2026. Genome-wide
    cline analysis identifies new locus contributing to a barrier to gene flow across
    an Antirrhinum hybrid zone. PLOS Genetics. 22(7), e1012173.
  mla: Field, David, et al. “Genome-Wide Cline Analysis Identifies New Locus Contributing
    to a Barrier to Gene Flow across an Antirrhinum Hybrid Zone.” <i>PLOS Genetics</i>,
    vol. 22, no. 7, e1012173, Public Library of Science, 2026, doi:<a href="https://doi.org/10.1371/journal.pgen.1012173">10.1371/journal.pgen.1012173</a>.
  short: D. Field, S. Stankowski, T. Reiter, J. Polechova, D. Bradley, D.M. Richardson,
    A. Whibley, A. Pal, D. Shipilina, L. Boell, M. Pickup, Y. Xue, E. Coen, N.H. Barton,
    PLOS Genetics 22 (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: 'The raw DNA poolSeq data and RNA data have been uploaded
  to SRA under accession number PRJNA1232105. The A. m. m. var. pseudo majus assembly
  and GFF annotations have been uploaded to NCBI WGS under accession number PRJNA1232105.
  The A. majus reference genome V3.0 is available at the NGDC Genome Warehouse under
  accession number GWHBJVT00000000. The SNP KASP data and flower colour phenotyping
  is available on Dryad at DOI: https://doi.org/10.5061/dryad.3bk3j9kx2. The FastClines
  script is available at https://github.com/dfield007/fastClines, slidingWindow genome
  scans at https://github.com/dfield007/slidingWindows, and all other scripts for
  analyses and generating figures available at https://github.com/dfield007/genome_wide_clines].'
date_created: 2026-08-11T06:19:05Z
date_published: 2026-07-13T00:00:00Z
date_updated: 2026-08-11T07:55:22Z
day: '13'
ddc:
- '570'
department:
- _id: NiBa
doi: 10.1371/journal.pgen.1012173
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has_accepted_license: '1'
intvolume: '        22'
issue: '7'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: bd6958e0-d553-11ed-ba76-86eba6a76c00
  grant_number: '101055327'
  name: Understanding the evolution of continuous genomes
publication: PLOS Genetics
publication_identifier:
  eissn:
  - 1553-7404
publication_status: published
publisher: Public Library of Science
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Genome-wide cline analysis identifies new locus contributing to a barrier to
  gene flow across an Antirrhinum hybrid zone
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 22
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
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abstract:
- lang: eng
  text: 'We search for a population-level signature of gravitational-wave recoiling
    supermassive black holes: a positive correlation between dust obscuration and
    the magnitude of the line-of-sight velocity offset of broad emission lines relative
    to the host. Using the SDSS DR16 quasar catalogue, we estimate the velocity offset, $\Delta
    v$, as the difference between the broad H$\beta$ redshift and a noise-weighted
    redshift from narrow lines ([O iii] 5007, [O ii] 3728, and Ca ii 3934). We adopt
    the redshift-relative colour excess $\Delta (g-i)$ as a proxy for dust column
    density. Analysing $\sim 10^{5}$ quasars that meet basic spectral quality requirements,
    we find a modest but highly significant positive correlation between $|\Delta
    v|$ and $\Delta (g-i)$ (Spearman $r\simeq 0.12$ and Pearson $r\simeq 0.13$, with
    $p\ll 10^{-10}$ in both cases). The fraction of highly obscured quasars increases
    with $|\Delta v|$, indicating that the correlation is driven by a dust-reddened
    subpopulation. The result is robust to the choice of minimum $|\Delta v|$ threshold
    and to the line redshift estimator (peak vs. centroid). As expected, the correlation
    is largely absent when velocity offsets are computed between narrow emission lines.
    We find systematic differences between redshifted and blueshifted subsamples,
    which may point to residual velocity biases or additional physical effects (e.g.
    winds, inflows, orientation-dependent obscuration, or asymmetric broad-line regions).
    Recoiling massive black holes provide a natural explanation for the observed correlation,
    but alternative scenarios should be explored. If confirmed, this would enable
    population-level constraints on massive black hole merger rates, recoil dynamics,
    and active galactic nuclei disc properties.'
acknowledgement: We thank Paul Hewett for useful discussions, and Qiaoya Wu for guidance
  on the data presented in Q. Wu & Y. Shen (2022). ZH acknowledges financial support
  from NASA grants 80NSSC24K0440 and 80NSSC22K0822. PR and ZF have received funding
  from the HUN-REN Hungarian Research Network and were supported by the NKFIH excellence
  grant TKP2021-NKTA-64.
article_number: stag1367
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Bence
  full_name: Bécsy, Bence
  last_name: Bécsy
- first_name: Peter
  full_name: Raffai, Peter
  last_name: Raffai
- first_name: Zoltán
  full_name: Haiman, Zoltán
  id: 7c006e8c-cc0d-11ee-8322-cb904ef76f36
  last_name: Haiman
  orcid: 0000-0003-3633-5403
- first_name: Andor
  full_name: Budai, Andor
  last_name: Budai
- first_name: Zsolt
  full_name: Frei, Zsolt
  last_name: Frei
citation:
  ama: Bécsy B, Raffai P, Haiman Z, Budai A, Frei Z. Statistical evidence for massive
    black hole recoils in active galactic nuclei. <i>Monthly Notices of the Royal
    Astronomical Society</i>. 2026;550(4). doi:<a href="https://doi.org/10.1093/mnras/stag1367">10.1093/mnras/stag1367</a>
  apa: Bécsy, B., Raffai, P., Haiman, Z., Budai, A., &#38; Frei, Z. (2026). Statistical
    evidence for massive black hole recoils in active galactic nuclei. <i>Monthly
    Notices of the Royal Astronomical Society</i>. Oxford University Press. <a href="https://doi.org/10.1093/mnras/stag1367">https://doi.org/10.1093/mnras/stag1367</a>
  chicago: Bécsy, Bence, Peter Raffai, Zoltán Haiman, Andor Budai, and Zsolt Frei.
    “Statistical Evidence for Massive Black Hole Recoils in Active Galactic Nuclei.”
    <i>Monthly Notices of the Royal Astronomical Society</i>. Oxford University Press,
    2026. <a href="https://doi.org/10.1093/mnras/stag1367">https://doi.org/10.1093/mnras/stag1367</a>.
  ieee: B. Bécsy, P. Raffai, Z. Haiman, A. Budai, and Z. Frei, “Statistical evidence
    for massive black hole recoils in active galactic nuclei,” <i>Monthly Notices
    of the Royal Astronomical Society</i>, vol. 550, no. 4. Oxford University Press,
    2026.
  ista: Bécsy B, Raffai P, Haiman Z, Budai A, Frei Z. 2026. Statistical evidence for
    massive black hole recoils in active galactic nuclei. Monthly Notices of the Royal
    Astronomical Society. 550(4), stag1367.
  mla: Bécsy, Bence, et al. “Statistical Evidence for Massive Black Hole Recoils in
    Active Galactic Nuclei.” <i>Monthly Notices of the Royal Astronomical Society</i>,
    vol. 550, no. 4, stag1367, Oxford University Press, 2026, doi:<a href="https://doi.org/10.1093/mnras/stag1367">10.1093/mnras/stag1367</a>.
  short: B. Bécsy, P. Raffai, Z. Haiman, A. Budai, Z. Frei, Monthly Notices of the
    Royal Astronomical Society 550 (2026).
das_tickbox: '1'
dataavailabilitystatement: The data and software that support the findings of this
  study are openly available. The processed data sets, analysis outputs, and software
  are archived on Zenodo (B. Bécsy et al. 2026a), and are also available on GitHub
  (B. Bécsy et al. 2026b).
date_created: 2026-08-11T06:19:34Z
date_published: 2026-08-01T00:00:00Z
date_updated: 2026-08-11T06:55:10Z
day: '01'
ddc:
- '520'
department:
- _id: ZoHa
doi: 10.1093/mnras/stag1367
external_id:
  arxiv:
  - '2605.04781'
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has_accepted_license: '1'
intvolume: '       550'
issue: '4'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
publication: Monthly Notices of the Royal Astronomical Society
publication_identifier:
  eissn:
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  issn:
  - 0035-8711
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: no
title: Statistical evidence for massive black hole recoils in active galactic nuclei
tmp:
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  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 550
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---
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acknowledgement: 'This thesis and the publications within, were financially supported
  by the Institute of Science and Technology Austria and the Werner Siemens Foundation
  under the project “High Thermoelectric Materials: The Werner Siemens Laboratory
  for the High Throughput Discovery of Semiconductors for Waste Heat Recovery”.'
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Christine
  full_name: Fiedler, Christine
  id: bd3fceba-dc74-11ea-a0a7-c17f71817366
  last_name: Fiedler
citation:
  ama: Fiedler C. Mechanistic insight into solution-processed p-type tin chalcogenides
    as a basis for designing their n-type analogs. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-22626">10.15479/AT-ISTA-22626</a>
  apa: Fiedler, C. (2026). <i>Mechanistic insight into solution-processed p-type tin
    chalcogenides as a basis for designing their n-type analogs</i>. Institute of
    Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-22626">https://doi.org/10.15479/AT-ISTA-22626</a>
  chicago: Fiedler, Christine. “Mechanistic Insight into Solution-Processed p-Type
    Tin Chalcogenides as a Basis for Designing Their n-Type Analogs.” Institute of
    Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-22626">https://doi.org/10.15479/AT-ISTA-22626</a>.
  ieee: C. Fiedler, “Mechanistic insight into solution-processed p-type tin chalcogenides
    as a basis for designing their n-type analogs,” Institute of Science and Technology
    Austria, 2026.
  ista: Fiedler C. 2026. Mechanistic insight into solution-processed p-type tin chalcogenides
    as a basis for designing their n-type analogs. Institute of Science and Technology
    Austria.
  mla: Fiedler, Christine. <i>Mechanistic Insight into Solution-Processed p-Type Tin
    Chalcogenides as a Basis for Designing Their n-Type Analogs</i>. Institute of
    Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-22626">10.15479/AT-ISTA-22626</a>.
  short: C. Fiedler, Mechanistic Insight into Solution-Processed p-Type Tin Chalcogenides
    as a Basis for Designing Their n-Type Analogs, Institute of Science and Technology
    Austria, 2026.
corr_author: '1'
date_created: 2026-08-03T07:55:16Z
date_published: 2026-08-05T00:00:00Z
date_updated: 2026-08-11T12:39:15Z
day: '05'
ddc:
- '540'
- '546'
- '530'
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department:
- _id: GradSch
- _id: MaIb
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doi_confirm: '1'
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language:
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month: '08'
oa_version: Published Version
page: '141'
project:
- _id: 9B8F7476-BA93-11EA-9121-9846C619BF3A
  name: 'HighTE: The Werner Siemens Laboratory for the High Throughput Discovery of
    Semiconductors for Waste Heat Recovery'
publication_identifier:
  isbn:
  - 978-3-99078-086-2
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
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status: public
supervisor:
- first_name: Maria
  full_name: Ibáñez, Maria
  id: 43C61214-F248-11E8-B48F-1D18A9856A87
  last_name: Ibáñez
  orcid: 0000-0001-5013-2843
title: Mechanistic insight into solution-processed p-type tin chalcogenides as a basis
  for designing their n-type analogs
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22228'
abstract:
- lang: eng
  text: "In a mixed generalized linear model, the goal is to learn multiple signals
    from unlabeled observations: each sample comes from exactly one signal, but it
    is not known which one. We consider the prototypical problem of estimating two
    statistically independent signals in a mixed generalized linear model with Gaussian
    covariates. Spectral methods are a popular class of estimators which output the
    top two eigenvectors of a suitable data-dependent matrix. However, despite the
    wide applicability, their design is still obtained via heuristic considerations,
    and the number of samples \U0001D45B needed to guarantee recovery is superlinear
    in the signal dimension \U0001D451. In this paper, we develop exact asymptotics
    on spectral methods in the challenging proportional regime in which \U0001D45B,\U0001D451
    grow large and their ratio converges to a finite constant. This allows us optimize
    the design of the spectral method, and combine it with a simple linear estimator,
    to minimize the estimation error. Our characterization exploits a mix of tools
    from random matrices, free probability, and the theory of approximate message
    passing algorithms. Numerical simulations for mixed linear regression and phase
    retrieval demonstrate the advantage enabled by our analysis over existing designs
    of spectral methods."
acknowledgement: The first and second authors were partially supported by the 2019
  Lopez-Loreta prize.
article_processing_charge: Yes (in subscription journal)
article_type: original
arxiv: 1
author:
- first_name: Yihan
  full_name: Zhang, Yihan
  last_name: Zhang
- first_name: Marco
  full_name: Mondelli, Marco
  id: 27EB676C-8706-11E9-9510-7717E6697425
  last_name: Mondelli
  orcid: 0000-0002-3242-7020
- first_name: Ramji
  full_name: Venkataramanan, Ramji
  last_name: Venkataramanan
citation:
  ama: Zhang Y, Mondelli M, Venkataramanan R. Precise asymptotics for spectral methods
    in mixed generalized linear models. <i>SIAM Journal on Mathematics of Data Science</i>.
    2026;8(2):411-439. doi:<a href="https://doi.org/10.1137/24m1702854">10.1137/24m1702854</a>
  apa: Zhang, Y., Mondelli, M., &#38; Venkataramanan, R. (2026). Precise asymptotics
    for spectral methods in mixed generalized linear models. <i>SIAM Journal on Mathematics
    of Data Science</i>. SIAM. <a href="https://doi.org/10.1137/24m1702854">https://doi.org/10.1137/24m1702854</a>
  chicago: Zhang, Yihan, Marco Mondelli, and Ramji Venkataramanan. “Precise Asymptotics
    for Spectral Methods in Mixed Generalized Linear Models.” <i>SIAM Journal on Mathematics
    of Data Science</i>. SIAM, 2026. <a href="https://doi.org/10.1137/24m1702854">https://doi.org/10.1137/24m1702854</a>.
  ieee: Y. Zhang, M. Mondelli, and R. Venkataramanan, “Precise asymptotics for spectral
    methods in mixed generalized linear models,” <i>SIAM Journal on Mathematics of
    Data Science</i>, vol. 8, no. 2. SIAM, pp. 411–439, 2026.
  ista: Zhang Y, Mondelli M, Venkataramanan R. 2026. Precise asymptotics for spectral
    methods in mixed generalized linear models. SIAM Journal on Mathematics of Data
    Science. 8(2), 411–439.
  mla: Zhang, Yihan, et al. “Precise Asymptotics for Spectral Methods in Mixed Generalized
    Linear Models.” <i>SIAM Journal on Mathematics of Data Science</i>, vol. 8, no.
    2, SIAM, 2026, pp. 411–39, doi:<a href="https://doi.org/10.1137/24m1702854">10.1137/24m1702854</a>.
  short: Y. Zhang, M. Mondelli, R. Venkataramanan, SIAM Journal on Mathematics of
    Data Science 8 (2026) 411–439.
corr_author: '1'
das_tickbox: '0'
date_created: 2026-06-30T13:03:41Z
date_published: 2026-06-01T00:00:00Z
date_updated: 2026-08-12T06:23:07Z
day: '01'
ddc:
- '000'
department:
- _id: MaMo
doi: 10.1137/24m1702854
external_id:
  arxiv:
  - '2211.11368'
file:
- access_level: open_access
  checksum: 5cfd350dc64d1476063e959316dbff65
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-01T06:22:15Z
  date_updated: 2026-07-01T06:22:15Z
  file_id: '22230'
  file_name: 2026_SIAMJourmathDataScience_Zhang.pdf
  file_size: 1210346
  relation: main_file
  success: 1
file_date_updated: 2026-07-01T06:22:15Z
fulldoi: https://doi.org/10.1137/24m1702854
has_accepted_license: '1'
intvolume: '         8'
issue: '2'
keyword:
- spectral estimator
- generalized linear models
- mixed regression
- high-dimensional asymptotics
- random matrix theory
- approximate message passing (AMP)
language:
- iso: eng
mathsc:
- '62E20'
- 62J05
- 62J12
month: '06'
oa: 1
oa_version: Published Version
page: 411-439
project:
- _id: 059876FA-7A3F-11EA-A408-12923DDC885E
  name: Prix Lopez-Loretta 2019 - Marco Mondelli
publication: SIAM Journal on Mathematics of Data Science
publication_identifier:
  eissn:
  - 2577-0187
publication_status: published
publisher: SIAM
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Precise asymptotics for spectral methods in mixed generalized linear models
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 8
year: '2026'
...
