---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22326'
abstract:
- lang: eng
  text: In many developmental systems, cells differentiate into a tissue by reading
    out morphogen concentration fields, a process fundamentally limited by noise.
    How much can the precision of this process be improved by nonlocal information,
    e.g., via cell-cell communication? Using a Bayes-optimal framework, we show that
    positional inference depends crucially on morphogen spatial correlations and on
    the "structural prior" that encodes the geometry of the cellular lattice performing
    the readout, thereby determining what a cell can reliably assume about the position
    of its neighbors when interpreting nonlocal morphogen signals. We derive upper
    bounds on positional information gain due to nonlocal readout and identify signal
    processing algorithms that approximate optimal positional inference, as well as
    simple chemical reaction schemes which implement such algorithms. Our theory suggests
    that correlational information can be exploited to significantly enhance developmental
    precision.
acknowledgement: "This work was supported in part\r\nby European Research Council
  No. ERC-2023-SyG\r\n“DynaTrans” Grant No. 101118866 (G. T.). We thank\r\nPieter
  Rein ten Wolde and Vahe Galstyan for stimulating\r\ndiscussions."
article_number: '038401'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Chen Y
  full_name: Zhang, Chen Y
  id: 81b43fb8-c9d5-11ef-bf68-ade532a1f204
  last_name: Zhang
- first_name: Pablo
  full_name: Mateu Hoyos, Pablo
  id: 50b236c7-50c1-11ef-bb9a-a2375694f8b5
  last_name: Mateu Hoyos
- first_name: David
  full_name: Brückner, David
  id: e1e86031-6537-11eb-953a-f7ab92be508d
  last_name: Brückner
  orcid: 0000-0001-7205-2975
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
citation:
  ama: Zhang CY, Mateu Hoyos P, Brückner D, Tkačik G. Nonlocal decoding of positional
    and correlational information during development. <i>Physical Review Letters</i>.
    2026;137. doi:<a href="https://doi.org/10.1103/mbjk-v4ym">10.1103/mbjk-v4ym</a>
  apa: Zhang, C. Y., Mateu Hoyos, P., Brückner, D., &#38; Tkačik, G. (2026). Nonlocal
    decoding of positional and correlational information during development. <i>Physical
    Review Letters</i>. American Physical Society. <a href="https://doi.org/10.1103/mbjk-v4ym">https://doi.org/10.1103/mbjk-v4ym</a>
  chicago: Zhang, Chen Y, Pablo Mateu Hoyos, David Brückner, and Gašper Tkačik. “Nonlocal
    Decoding of Positional and Correlational Information during Development.” <i>Physical
    Review Letters</i>. American Physical Society, 2026. <a href="https://doi.org/10.1103/mbjk-v4ym">https://doi.org/10.1103/mbjk-v4ym</a>.
  ieee: C. Y. Zhang, P. Mateu Hoyos, D. Brückner, and G. Tkačik, “Nonlocal decoding
    of positional and correlational information during development,” <i>Physical Review
    Letters</i>, vol. 137. American Physical Society, 2026.
  ista: Zhang CY, Mateu Hoyos P, Brückner D, Tkačik G. 2026. Nonlocal decoding of
    positional and correlational information during development. Physical Review Letters.
    137, 038401.
  mla: Zhang, Chen Y., et al. “Nonlocal Decoding of Positional and Correlational Information
    during Development.” <i>Physical Review Letters</i>, vol. 137, 038401, American
    Physical Society, 2026, doi:<a href="https://doi.org/10.1103/mbjk-v4ym">10.1103/mbjk-v4ym</a>.
  short: C.Y. Zhang, P. Mateu Hoyos, D. Brückner, G. Tkačik, Physical Review Letters
    137 (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: "Code to evaluate PI, to run algorithmic implementations
  of ALP and RLP decoding, and to\r\nperform simulations is publicly available at
  https://github.com/alex-chenyi-zhang/nonlocdec_pici."
date_created: 2026-07-14T05:38:28Z
date_published: 2026-07-15T00:00:00Z
date_updated: 2026-07-16T09:58:04Z
day: '15'
ddc:
- '530'
department:
- _id: GaTk
- _id: EdHa
- _id: GradSch
doi: 10.1103/mbjk-v4ym
file:
- access_level: open_access
  checksum: 28861d31d0f6cf541aaca04faaed1767
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-16T09:54:55Z
  date_updated: 2026-07-16T09:54:55Z
  file_id: '22352'
  file_name: 2026_PhysicalReviewLetters_Zhang.pdf
  file_size: 2550345
  relation: main_file
  success: 1
file_date_updated: 2026-07-16T09:54:55Z
has_accepted_license: '1'
intvolume: '       137'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 7bfe6a29-9f16-11ee-852c-c0da5e2045d9
  grant_number: '101118866'
  name: 'Transcription in 4D: the dynamic interplay between chromatin architecture
    and gene expression in developing pseudo-embryos'
publication: Physical Review Letters
publication_identifier:
  eissn:
  - ' 1079-7114'
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Nonlocal decoding of positional and correlational information during development
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: 137
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '22333'
abstract:
- lang: eng
  text: RNA polymerase II (Pol II) must be assembled in the cytoplasm before it enters
    the nucleus, where it transcribes protein-coding genes. Although transcription
    by Pol II is intensively studied, how this central multi-subunit enzyme is made
    and the role of dedicated assembly factors remains unclear. Here, we report the
    integrative structural analysis of a native human Pol II from the cytoplasm captured
    near the end of biogenesis. The complex contains Gdown1 and three biogenesis factors
    – RPAP2 and the critical small GTPases GPN1 and GPN3. Cryo-EM analysis of the
    complex reveals how Gdown1 and RPAP2 associate with Pol II and prevent the premature
    association of transcription factors. Further biochemical and cryo-EM analysis
    reveals how RPAP2 tethers GPN1–GPN3 to the complex and how the assembly of the
    RPAP2–GPN1–GPN3 complex is controlled by GTP hydrolysis. The combined results
    uncover a network of interactions that chaperone cytoplasmic Pol II to prevent
    aberrant interactions, reveal a molecular switch regulating biogenesis factor
    association, and suggest a general mechanism for the action of GPN-loop GTPase
    family of enzymes.
acknowledged_ssus:
- _id: LifeSc
- _id: EM-Fac
- _id: ScienComp
- _id: PreCl
acknowledgement: We thank A. Salmazo for assistance with Pol II purification. We thank
  staff at the Vienna BioCenter Core Facilities (VBCF) Proteomics facility for immunoprecipitation-mass
  spectrometry analysis, and J.A. Stopp for assistance with IP-MS data visualization.
  This research was further supported by the Scientific Service Units (SSUs) of ISTA
  through resources provided by the Lab Support Facility (LSF), Electron Microscopy
  Facility (EMF), Scientific Computing (SciComp), and the Preclinical Facility (PCF).
  F.H. was funded by the Endowed Professorship of the Lower Austria Research Funding
  Agency (GFF NÖ) and by the Austrian Research Promotion Agency (FFG) through the
  COIN Establishment Grant n.o. 45624401.
article_processing_charge: Yes
article_type: original
author:
- first_name: Annamaria
  full_name: Hlavata, Annamaria
  id: 36062FEC-F248-11E8-B48F-1D18A9856A87
  last_name: Hlavata
- first_name: Benjamin
  full_name: Neuditschko, Benjamin
  last_name: Neuditschko
- first_name: Ulla
  full_name: Schellhaas, Ulla
  last_name: Schellhaas
- first_name: Clemens
  full_name: Plaschka, Clemens
  last_name: Plaschka
- first_name: Franz
  full_name: Herzog, Franz
  last_name: Herzog
- first_name: Carrie A
  full_name: Bernecky, Carrie A
  id: 2CB9DFE2-F248-11E8-B48F-1D18A9856A87
  last_name: Bernecky
  orcid: 0000-0003-0893-7036
biorxivid: 1
citation:
  ama: Hlavata A, Neuditschko B, Schellhaas U, Plaschka C, Herzog F, Bernecky C. Structure
    of cytoplasmic RNA polymerase II. <i>Nature Communications</i>. 2026. doi:<a href="https://doi.org/10.1038/s41467-026-75416-8">10.1038/s41467-026-75416-8</a>
  apa: Hlavata, A., Neuditschko, B., Schellhaas, U., Plaschka, C., Herzog, F., &#38;
    Bernecky, C. (2026). Structure of cytoplasmic RNA polymerase II. <i>Nature Communications</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s41467-026-75416-8">https://doi.org/10.1038/s41467-026-75416-8</a>
  chicago: Hlavata, Annamaria, Benjamin Neuditschko, Ulla Schellhaas, Clemens Plaschka,
    Franz Herzog, and Carrie Bernecky. “Structure of Cytoplasmic RNA Polymerase II.”
    <i>Nature Communications</i>. Springer Nature, 2026. <a href="https://doi.org/10.1038/s41467-026-75416-8">https://doi.org/10.1038/s41467-026-75416-8</a>.
  ieee: A. Hlavata, B. Neuditschko, U. Schellhaas, C. Plaschka, F. Herzog, and C.
    Bernecky, “Structure of cytoplasmic RNA polymerase II,” <i>Nature Communications</i>.
    Springer Nature, 2026.
  ista: Hlavata A, Neuditschko B, Schellhaas U, Plaschka C, Herzog F, Bernecky C.
    2026. Structure of cytoplasmic RNA polymerase II. Nature Communications.
  mla: Hlavata, Annamaria, et al. “Structure of Cytoplasmic RNA Polymerase II.” <i>Nature
    Communications</i>, Springer Nature, 2026, doi:<a href="https://doi.org/10.1038/s41467-026-75416-8">10.1038/s41467-026-75416-8</a>.
  short: A. Hlavata, B. Neuditschko, U. Schellhaas, C. Plaschka, F. Herzog, C. Bernecky,
    Nature Communications (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: "The\r\nc ryo EM maps generated in this study were deposited
  to the EM Data Bank under the\r\naccession codes: EMD 55583 [https://www.ebi.ac.uk/pdbe/entry/emdb/EMD
  55583\r\n(Pol II Gdown1 RPAP2 composite map), EMD 55578\r\n[https://www.ebi.ac.uk/pdbe/entry/emdb/EMD
  55578 Pol II Gdown1 RPAP2 Pol II core\r\nmap EMD 55579 [https://www.ebi.ac.uk/pdbe/entry/emdb/EMD
  55579 Pol II\r\nGdown1 RPAP2 Pol II stalk map EMD 55580\r\n[https://www.ebi.ac.uk/pdbe/entry/emdb/EMD
  55580 Pol II Gdown1 RPAP2 RPAP2\r\nmap EMD 55581 [https://www.ebi.ac.uk/pdbe/entry/emdb/EMD
  55 581 Pol II\r\nGdown1 RPAP2 Gdown1 N terminus map EMD 55582\r\n[https://www.ebi.ac.uk/pdbe/entry/emdb/EMD
  55582 Pol II Gdown1 RPAP2 Gdown1\r\nC terminus map and EMD 55585 [https://www.ebi.ac.uk/pdbe/entry/emdb/EMD\r\n55585
  RPAP2 GPN1 GPN3 map Model coordi nates were deposited to the PDBe under\r\nthe accession
  codes: 9T5H [http://doi.org/10.2210/pdb 9T5H / (Pol II Gdown1\r\nRPAP2 complex structure)
  and 9T5J [http://doi.org/10.2210/pdb 9T5H / (GPN1\r\nGPN3 RPAP2 structure). Immunoprecipitation
  mass spectrometry and crosslinking mass\r\nspectrometry proteomics data have been
  deposited to the ProteomeXchange Consortium\r\nvia the PRIDE partner repository
  with the dataset identifiers PXD071638\r\n[http://proteomecentral.proteomexchange.org/cgi/GetDataset?ID=PXD
  071638 and\r\nP XD070852\r\n[http://proteomecentral.proteomexchange.org/cgi/GetDataset?ID=PXD
  070852\r\nAlphaFold3 structure predictions have been deposited to the Zenodo repository\r\nhttps://doi.org/10.5281/zenodo.20687910
  P reviously published model coordinates\r\nwere utilized and are available at the
  PDB under the accession codes 8QEP\r\n[http://doi.org/10.2210/pdb 8QEP / 9BZ 0 [http://doi.org/10.2210/pdb
  9BZ 0 /\r\nand 7B7U [http://doi.org/10.2210/pdb 7B7U / Source Data are provided
  with this\r\npaper."
date_created: 2026-07-14T07:27:59Z
date_published: 2026-07-13T00:00:00Z
date_updated: 2026-07-16T11:29:31Z
day: '13'
ddc:
- '570'
department:
- _id: CaBe
doi: 10.1038/s41467-026-75416-8
external_id:
  biorxivid:
  - 10.64898/2025.12.10.692585
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s41467-026-75416-8
month: '07'
oa: 1
oa_version: Published Version
publication: Nature Communications
publication_identifier:
  eissn:
  - 2041-1723
publication_status: epub_ahead
publisher: Springer Nature
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Structure of cytoplasmic RNA polymerase II
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
PlanS_conform: '1'
_id: '21777'
abstract:
- lang: eng
  text: The advantageous characteristics attributed to the 19F nucleus have made it
    a popular target for nuclear magnetic resonance (NMR) once again in recent years.
    Aside from solution NMR, an increasing number of studies have been conducted applying
    solid-state magic-angle spinning (MAS) NMR to fluorine-labelled samples. Here,
    the high chemical shift anisotropy and strong dipolar couplings can be utilised
    to get structural insights into proteins and measure long distances. Despite increasing
    popularity and promising benefits, the sensitivity of biomolecular 19F MAS NMR
    often suffers from slow longitudinal T1 relaxation and therefore long recycle
    delays. In this work, we expand paramagnetic doping, an approach commonly used
    to reduce proton T1 relaxation times, to 19F-labelled biological samples. We study
    the effect of Gd(DTPA) and Gd(DTPA-BMA) on 19F T1 and T2, and 13C T1 and T2 relaxation
    in a [5-19F13C]-tryptophan-labelled protein via 19F-detected MAS NMR experiments.
    The observed paramagnetic relaxation enhancement substantially reduces measurement
    times of 19F MAS NMR experiments without compromising resolution. Additionally,
    we report the chemical shift assignments of all four fluorotryptophan signals
    in the 12×39 kDa-large protein TET2 using a mutagenesis approach.
acknowledged_ssus:
- _id: NMR
- _id: LifeSc
acknowledgement: We thank Ben P. Tatman for insightful discussions. This research
  was supported by the Scientific Service Units (SSUs) of ISTA through resources provided
  by the Nuclear Magnetic Resonance Facility and the Lab Support Facility. We thank
  Prof. Tobias Madl (Medical University Graz) for a sample of Omniscan. Lea M. Becker
  is the recipient of a DOC fellowship of the Austrian Academy of Sciences at the
  Institute of Science and Technology Austria (grant no. PR10660EAW01).
article_processing_charge: Yes
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: Giorgia
  full_name: Toscano, Giorgia
  id: 334a5e40-8747-11f0-b671-ba1f5154b4b4
  last_name: Toscano
- first_name: Anna
  full_name: Kapitonova, Anna
  id: 9fb2a840-89e1-11ee-a8b7-cc5c7ba62471
  last_name: Kapitonova
- first_name: Rajkumar
  full_name: Singh, Rajkumar
  id: a3089acd-6806-11ee-bacc-f0c7d500ad20
  last_name: Singh
- first_name: Undina
  full_name: Guillerm, Undina
  id: bb74f472-ae54-11eb-9835-bc9c22fb1183
  last_name: Guillerm
- first_name: Roman J.
  full_name: Lichtenecker, Roman J.
  last_name: Lichtenecker
- 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, Toscano G, Kapitonova A, et al. Accelerated 19F biomolecular magic-angle
    spinning NMR with paramagnetic dopants. <i>Magnetic Resonance</i>. 2026;7(1):29-37.
    doi:<a href="https://doi.org/10.5194/mr-7-29-2026">10.5194/mr-7-29-2026</a>
  apa: Becker, L. M., Toscano, G., Kapitonova, A., Singh, R., Guillerm, U., Lichtenecker,
    R. J., &#38; Schanda, P. (2026). Accelerated 19F biomolecular magic-angle spinning
    NMR with paramagnetic dopants. <i>Magnetic Resonance</i>. Copernicus Publications.
    <a href="https://doi.org/10.5194/mr-7-29-2026">https://doi.org/10.5194/mr-7-29-2026</a>
  chicago: Becker, Lea Marie, Giorgia Toscano, Anna Kapitonova, Rajkumar Singh, Undina
    Guillerm, Roman J. Lichtenecker, and Paul Schanda. “Accelerated 19F Biomolecular
    Magic-Angle Spinning NMR with Paramagnetic Dopants.” <i>Magnetic Resonance</i>.
    Copernicus Publications, 2026. <a href="https://doi.org/10.5194/mr-7-29-2026">https://doi.org/10.5194/mr-7-29-2026</a>.
  ieee: L. M. Becker <i>et al.</i>, “Accelerated 19F biomolecular magic-angle spinning
    NMR with paramagnetic dopants,” <i>Magnetic Resonance</i>, vol. 7, no. 1. Copernicus
    Publications, pp. 29–37, 2026.
  ista: Becker LM, Toscano G, Kapitonova A, Singh R, Guillerm U, Lichtenecker RJ,
    Schanda P. 2026. Accelerated 19F biomolecular magic-angle spinning NMR with paramagnetic
    dopants. Magnetic Resonance. 7(1), 29–37.
  mla: Becker, Lea Marie, et al. “Accelerated 19F Biomolecular Magic-Angle Spinning
    NMR with Paramagnetic Dopants.” <i>Magnetic Resonance</i>, vol. 7, no. 1, Copernicus
    Publications, 2026, pp. 29–37, doi:<a href="https://doi.org/10.5194/mr-7-29-2026">10.5194/mr-7-29-2026</a>.
  short: L.M. Becker, G. Toscano, A. Kapitonova, R. Singh, U. Guillerm, R.J. Lichtenecker,
    P. Schanda, Magnetic Resonance 7 (2026) 29–37.
corr_author: '1'
date_created: 2026-05-03T22:01:36Z
date_published: 2026-04-16T00:00:00Z
date_updated: 2026-07-20T09:49:12Z
day: '16'
ddc:
- '540'
department:
- _id: PaSc
- _id: GradSch
doi: 10.5194/mr-7-29-2026
external_id:
  pmid:
  - '42057802'
has_accepted_license: '1'
intvolume: '         7'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5194/mr-7-29-2026
month: '04'
oa: 1
oa_version: Published Version
page: 29-37
pmid: 1
project:
- _id: B67AFEDC-15C9-11EA-A837-991A96BB2854
  name: IST Austria Open Access Fund
- _id: 7be609c4-9f16-11ee-852c-85015ce2b9b0
  grant_number: '26777'
  name: Exploring protein dynamics by solid-state MAS NMR through specific labeling
    approaches
publication: Magnetic Resonance
publication_identifier:
  eissn:
  - 2699-0016
publication_status: published
publisher: Copernicus Publications
quality_controlled: '1'
related_material:
  record:
  - id: '22334'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Accelerated 19F biomolecular magic-angle spinning NMR with paramagnetic dopants
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: 7
year: '2026'
...
---
OA_place: repository
OA_type: green
_id: '22359'
abstract:
- lang: eng
  text: We prove a mesoscopic central limit theorem for linear eigenvalue statistics
    of correlated Hermitian random matrices. The class considered here includes Wigner
    and Wigner-type matrices, as well as models whose entry correlations decay polynomially
    in the distance between index pairs. The proof combines a multivariate cumulant
    expansion with multi-resolvent local laws and a detailed analysis of the resulting
    variance kernel on the operator-level.
acknowledgement: Supported by ERC Advanced Grant “RMTBeyond” No. 101020331
article_number: '2607.05848'
article_processing_charge: No
arxiv: 1
author:
- first_name: Jaehun
  full_name: Lee, Jaehun
  id: 96155047-f36a-11ef-b766-8b5ae7cecd49
  last_name: Lee
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
citation:
  ama: Lee J, Erdös L. Mesoscopic eigenvalue statistics for correlated random matrices.
    doi:<a href="https://doi.org/10.48550/arXiv.2607.05848">10.48550/arXiv.2607.05848</a>
  apa: Lee, J., &#38; Erdös, L. (n.d.). Mesoscopic eigenvalue statistics for correlated
    random matrices. <a href="https://doi.org/10.48550/arXiv.2607.05848">https://doi.org/10.48550/arXiv.2607.05848</a>
  chicago: Lee, Jaehun, and László Erdös. “Mesoscopic Eigenvalue Statistics for Correlated
    Random Matrices,” n.d. <a href="https://doi.org/10.48550/arXiv.2607.05848">https://doi.org/10.48550/arXiv.2607.05848</a>.
  ieee: J. Lee and L. Erdös, “Mesoscopic eigenvalue statistics for correlated random
    matrices.” .
  ista: Lee J, Erdös L. Mesoscopic eigenvalue statistics for correlated random matrices.
    2607.05848.
  mla: Lee, Jaehun, and László Erdös. <i>Mesoscopic Eigenvalue Statistics for Correlated
    Random Matrices</i>. 2607.05848, doi:<a href="https://doi.org/10.48550/arXiv.2607.05848">10.48550/arXiv.2607.05848</a>.
  short: J. Lee, L. Erdös, (n.d.).
corr_author: '1'
das_tickbox: '1'
date_created: 2026-07-18T08:59:02Z
date_published: 2026-07-07T00:00:00Z
date_updated: 2026-07-20T10:55:10Z
day: '07'
department:
- _id: LaEr
doi: 10.48550/arXiv.2607.05848
ec_funded: 1
external_id:
  arxiv:
  - '2607.05848'
keyword:
- Central limit theorem
- universality
- matrix Dyson equation
- multi-resolvent local law
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2607.05848
month: '07'
oa: 1
oa_version: Preprint
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication_status: submitted
status: public
title: Mesoscopic eigenvalue statistics for correlated random matrices
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '22362'
abstract:
- lang: eng
  text: "We present a systematic study of the environments of 25 luminous quasars
    at z > 6.5 from the ASPIRE program.\r\nUsing JWST/NIRCam wide-field slitless spectroscopy
    data, we identified 487 galaxies at 5.3 ≲ z ≲ 7.0 exhibiting\r\n[O III] emission.
    Among these, 122 [O III] emitters lie within |Δvlos| < 1000 km s\r\n−1 of the
    quasars, corresponding\r\nto a ∼9.4-fold enhancement relative to the average galaxy
    density at other redshifts. Furthermore, we identified 16\r\n[C II]-emitting galaxies
    at the quasar redshifts from Atacama Large Millimeter/submillimeter Array (ALMA)
    mosaic observations. A cross-correlation function analysis between quasars and
    [O III]+[C II] emitters yields a\r\ncross-correlation length of r 8.68 h cMpc
    0\r\nQG\r\n0.55 = +0.51 1\r\nand an autocorrelation of r 15.76 h cMpc 0\r\nQQ\r\n2.70
    = +2.48 1 ,\r\nindicating that z ∼ 7 quasars reside in dark matter halos with\r\nMhalo
    1012.27 0.26 M 0.21\r\n= +\r\nand have a quasar lifetime of\r\ntQ 10 yr 7.05 1.01\r\n0.95\r\n=
    +\r\n. Notably, the number of [O III]-emitting galaxies at quasar redshifts varies
    significantly from\r\nfield to field, ranging from 0 to 20, highlighting a diverse
    quasar environment. Remarkably, seven quasars trace\r\nsignificant galaxy overdensities
    (i.e., protoclusters), with δgal > 5 within a volume of V ∼ 500 cMpc3\r\n. We
    also\r\nfind that |Δvlos| increases rapidly toward smaller galaxy–quasar separations
    in protocluster fields, consistent with\r\ngalaxy kinematics around extremely
    massive halos in cosmological simulations. By combining JWST and ALMA\r\ndata,
    we reveal the complex and diverse environments of these early quasars, providing
    robust evidence that the\r\nearliest luminous quasars are effective tracers of
    galaxy overdensities, albeit with substantial field-to-field\r\nvariation."
acknowledgement: "F.W. acknowledges support from NSF award AST-2513040. J.B.C. acknowledges
  funding from the JWST Arizona/Steward Postdoc in Early galaxies and Reionization
  (JASPER) Scholar contract at the University of Arizona. M.H. acknowledges support
  from the Swiss SNSF Starting Grant (grant no. 218032). S.E.I.B. is supported by
  the Deutsche Forschungsgemeinschaft (DFG) under Emmy Noether grant No. BO 5771/1-1.
  J.-T.S. is supported by the Deutsche Forschungsgemeinschaft (DFG, German Research
  Foundation)—project No. 518006966. A.L. acknowledges support from PRIN MUR 2022935STW.
  C.M. acknowledges support from Fondecyt Iniciacion grant 11240336 and the ANID BASAL
  project FB210003. R.A.M. acknowledges support from the Swiss National Science Foundation
  (SNSF) through project grant 200020_207349. B.T. acknowledges support from the European
  Research Council (ERC) under the European Union’s Horizon 2020 research and innovation
  program (grant agreement No. 950533) and from the Excellence Cluster ORIGINS, which
  is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)
  under Germany’s Excellence Strategy—EXC 2094—390783311. M.V. gratefully acknowledges
  financial support from the Independent Research Fund Denmark via grant Nos. DFF
  8021-00130 and 3103-00146 and from the Carlsberg Foundation (grant CF23-0417).\r\n\r\nThis
  work is based on observations made with the NASA/ESA/CSA James Webb Space Telescope.
  The data were obtained from the Mikulski Archive for Space Telescopes at the Space
  Telescope Science Institute, which is operated by the Association of Universities
  for Research in Astronomy, Inc., under NASA contract NAS 5-03127 for JWST. These
  observations are associated with program #2078 and can be accessed via doi:10.17909/vt74-kd84.
  Support for program #2078 was provided by NASA through a grant from the Space Telescope
  Science Institute, which is operated by the Association of Universities for Research
  in Astronomy, Inc., under NASA contract NAS 5-03127. We acknowledge the strong support
  provided by the program coordinator Weston Eck and instrument reviewers Norbert
  Pirzkal and Stephanie La Massa."
article_number: '39'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Feige
  full_name: Wang, Feige
  last_name: Wang
- first_name: Jaclyn B.
  full_name: Champagne, Jaclyn B.
  last_name: Champagne
- first_name: Jiamu
  full_name: Huang, Jiamu
  last_name: Huang
- first_name: Jinyi
  full_name: Yang, Jinyi
  last_name: Yang
- first_name: Joseph F.
  full_name: Hennawi, Joseph F.
  last_name: Hennawi
- first_name: Xiaohui
  full_name: Fan, Xiaohui
  last_name: Fan
- first_name: Haowen
  full_name: Zhang, Haowen
  last_name: Zhang
- first_name: Tiago
  full_name: Costa, Tiago
  last_name: Costa
- first_name: Roberto
  full_name: Decarli, Roberto
  last_name: Decarli
- first_name: Melanie
  full_name: Habouzit, Melanie
  last_name: Habouzit
- first_name: Fengwu
  full_name: Sun, Fengwu
  last_name: Sun
- first_name: Eduardo
  full_name: Bañados, Eduardo
  last_name: Bañados
- first_name: Xiangyu
  full_name: Jin, Xiangyu
  last_name: Jin
- first_name: Koki
  full_name: Kakiichi, Koki
  last_name: Kakiichi
- first_name: Romain A.
  full_name: Meyer, Romain A.
  last_name: Meyer
- first_name: Yunjing
  full_name: Wu, Yunjing
  last_name: Wu
- first_name: Silvia
  full_name: Belladitta, Silvia
  last_name: Belladitta
- first_name: Laura
  full_name: Blecha, Laura
  last_name: Blecha
- first_name: Sarah E.I.
  full_name: Bosman, Sarah E.I.
  last_name: Bosman
- first_name: Zheng
  full_name: Cai, Zheng
  last_name: Cai
- first_name: Thomas
  full_name: Connor, Thomas
  last_name: Connor
- first_name: Frederick B.
  full_name: Davies, Frederick B.
  last_name: Davies
- first_name: Anna Christina
  full_name: Eilers, Anna Christina
  last_name: Eilers
- first_name: Zoltán
  full_name: Haiman, Zoltán
  id: 7c006e8c-cc0d-11ee-8322-cb904ef76f36
  last_name: Haiman
  orcid: 0000-0003-3633-5403
- first_name: Hyunsung D.
  full_name: Jun, Hyunsung D.
  last_name: Jun
- first_name: Mingyu
  full_name: Li, Mingyu
  last_name: Li
- first_name: Zihao
  full_name: Li, Zihao
  last_name: Li
- first_name: Weizhe
  full_name: Liu, Weizhe
  last_name: Liu
- first_name: Alessandro
  full_name: Lupi, Alessandro
  last_name: Lupi
- first_name: Jianwei
  full_name: Lyu, Jianwei
  last_name: Lyu
- first_name: Chiara
  full_name: Mazzucchelli, Chiara
  last_name: Mazzucchelli
- first_name: Masafusa
  full_name: Onoue, Masafusa
  last_name: Onoue
- first_name: Elia
  full_name: Pizzati, Elia
  last_name: Pizzati
- first_name: Maria
  full_name: Pudoka, Maria
  last_name: Pudoka
- first_name: Sofía
  full_name: Rojas-Ruiz, Sofía
  last_name: Rojas-Ruiz
- first_name: Jan Torge
  full_name: Schindler, Jan Torge
  last_name: Schindler
- first_name: Yue
  full_name: Shen, Yue
  last_name: Shen
- first_name: Wei Leong
  full_name: Tee, Wei Leong
  last_name: Tee
- first_name: Benny
  full_name: Trakhtenbrot, Benny
  last_name: Trakhtenbrot
- first_name: Maxime
  full_name: Trebitsch, Maxime
  last_name: Trebitsch
- first_name: Marianne
  full_name: Vestergaard, Marianne
  last_name: Vestergaard
- first_name: Marta
  full_name: Volonteri, Marta
  last_name: Volonteri
- first_name: Fabian
  full_name: Walter, Fabian
  last_name: Walter
- first_name: Huanian
  full_name: Zhang, Huanian
  last_name: Zhang
- first_name: Siwei
  full_name: Zou, Siwei
  last_name: Zou
citation:
  ama: 'Wang F, Champagne JB, Huang J, et al. ASPIRE: The environments and dark matter
    halos of luminous quasars in the epoch of reionization. <i>Astrophysical Journal</i>.
    2026;1006(1). doi:<a href="https://doi.org/10.3847/1538-4357/ae7bfa">10.3847/1538-4357/ae7bfa</a>'
  apa: 'Wang, F., Champagne, J. B., Huang, J., Yang, J., Hennawi, J. F., Fan, X.,
    … Zou, S. (2026). ASPIRE: The environments and dark matter halos of luminous quasars
    in the epoch of reionization. <i>Astrophysical Journal</i>. IOP Publishing. <a
    href="https://doi.org/10.3847/1538-4357/ae7bfa">https://doi.org/10.3847/1538-4357/ae7bfa</a>'
  chicago: 'Wang, Feige, Jaclyn B. Champagne, Jiamu Huang, Jinyi Yang, Joseph F. Hennawi,
    Xiaohui Fan, Haowen Zhang, et al. “ASPIRE: The Environments and Dark Matter Halos
    of Luminous Quasars in the Epoch of Reionization.” <i>Astrophysical Journal</i>.
    IOP Publishing, 2026. <a href="https://doi.org/10.3847/1538-4357/ae7bfa">https://doi.org/10.3847/1538-4357/ae7bfa</a>.'
  ieee: 'F. Wang <i>et al.</i>, “ASPIRE: The environments and dark matter halos of
    luminous quasars in the epoch of reionization,” <i>Astrophysical Journal</i>,
    vol. 1006, no. 1. IOP Publishing, 2026.'
  ista: 'Wang F, Champagne JB, Huang J, Yang J, Hennawi JF, Fan X, Zhang H, Costa
    T, Decarli R, Habouzit M, Sun F, Bañados E, Jin X, Kakiichi K, Meyer RA, Wu Y,
    Belladitta S, Blecha L, Bosman SEI, Cai Z, Connor T, Davies FB, Eilers AC, Haiman
    Z, Jun HD, Li M, Li Z, Liu W, Lupi A, Lyu J, Mazzucchelli C, Onoue M, Pizzati
    E, Pudoka M, Rojas-Ruiz S, Schindler JT, Shen Y, Tee WL, Trakhtenbrot B, Trebitsch
    M, Vestergaard M, Volonteri M, Walter F, Zhang H, Zou S. 2026. ASPIRE: The environments
    and dark matter halos of luminous quasars in the epoch of reionization. Astrophysical
    Journal. 1006(1), 39.'
  mla: 'Wang, Feige, et al. “ASPIRE: The Environments and Dark Matter Halos of Luminous
    Quasars in the Epoch of Reionization.” <i>Astrophysical Journal</i>, vol. 1006,
    no. 1, 39, IOP Publishing, 2026, doi:<a href="https://doi.org/10.3847/1538-4357/ae7bfa">10.3847/1538-4357/ae7bfa</a>.'
  short: F. Wang, J.B. Champagne, J. Huang, J. Yang, J.F. Hennawi, X. Fan, H. Zhang,
    T. Costa, R. Decarli, M. Habouzit, F. Sun, E. Bañados, X. Jin, K. Kakiichi, R.A.
    Meyer, Y. Wu, S. Belladitta, L. Blecha, S.E.I. Bosman, Z. Cai, T. Connor, F.B.
    Davies, A.C. Eilers, Z. Haiman, H.D. Jun, M. Li, Z. Li, W. Liu, A. Lupi, J. Lyu,
    C. Mazzucchelli, M. Onoue, E. Pizzati, M. Pudoka, S. Rojas-Ruiz, J.T. Schindler,
    Y. Shen, W.L. Tee, B. Trakhtenbrot, M. Trebitsch, M. Vestergaard, M. Volonteri,
    F. Walter, H. Zhang, S. Zou, Astrophysical Journal 1006 (2026).
das_tickbox: '1'
dataavailabilitystatement: "This paper makes use of the following ALMA data: ADS/JAO.ALMA#2022.1.01077.L.
  ALMA is a partnership of ESO (representing its member states), NSF (USA) and NINS
  (Japan), together with NRC (Canada), MOST and ASIAA (Taiwan), and KASI (Republic
  of Korea), in cooperation with the Republic of Chile. The Joint ALMA Observatory
  is operated by ESO, AUI/NRAO and NAOJ. The National Radio Astronomy Observatory
  is a facility of the National Science Foundation operated under cooperative agreement
  by Associated Universities, Inc.\r\n\r\nFacility: JWST - James Webb Space Telescope
  (NIRCam).\r\n\r\nSoftware: astropy (Astropy Collaboration et al. 2018), Matplotlib
  (J. D. Hunter 2007), Numpy (C. R. Harris et al. 2020), Photutils (L. Bradley et
  al. 2022), Scipy (P. Virtanen et al. 2020), Source Extractor (E. Bertin & S. Arnouts
  1996)."
date_created: 2026-07-19T22:01:46Z
date_published: 2026-07-20T00:00:00Z
date_updated: 2026-07-20T13:31:18Z
day: '20'
ddc:
- '520'
department:
- _id: ZoHa
doi: 10.3847/1538-4357/ae7bfa
external_id:
  arxiv:
  - '2602.04979'
file:
- access_level: open_access
  checksum: dd561fc00841217c227687e42d499ff0
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-20T13:19:42Z
  date_updated: 2026-07-20T13:19:42Z
  file_id: '22377'
  file_name: 2026_AstrophysicalJour_Wang.pdf
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  relation: main_file
  success: 1
file_date_updated: 2026-07-20T13:19:42Z
has_accepted_license: '1'
intvolume: '      1006'
issue: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: Astrophysical Journal
publication_identifier:
  eissn:
  - '15384357'
  issn:
  - 0004637X
publication_status: published
publisher: IOP Publishing
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: 'ASPIRE: The environments and dark matter halos of luminous quasars in the
  epoch of reionization'
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: 1006
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '22364'
abstract:
- lang: eng
  text: Finding the first generation of (Population III or Pop III) stars is one of
    the most ambitious and exciting challenges of astrophysics. JWST opened concrete
    prospects for their detection during the Epoch of Reionization, where increasing
    evidence suggests that residual Pop III formation may persist, even within pristine
    pockets of high-mass halos, due to inhomogeneous enrichment. However, the identification
    of Pop III stars within globally enriched environments will be challenging. We
    investigate the detectability of a subdominant Pop III component in/around massive
    (M⋆ ≳ 10^9 M⊙) galaxies at z ≈ 6.5–9 from the dustyGadget cosmological simulation
    suite, and the confusion arising from second-generation (Pop II) stars in their
    surroundings. We find that young (≲1 Myr), massive (MIII ∼ 6 × 10^5 M⊙) Pop III
    clusters forming within these galaxy environments are responsible for strong HeII1640
    line emission (LHeII1640 ≳ 10^41 erg ^s−1), which would be detectable with ≈10(50)
    hr of medium-resolution observations with NIRSpec/IFU at z ≈ 6(10). These bright
    luminosities cannot be produced by standard Pop II populations alone. On the other
    hand, the dominant Pop II component within massive “hybrid” Pop III hosts powers
    strong metal line emission (L[OIII]5007 ≳ 10^42 erg s^−1), indicating that the
    detection of metal lines alone cannot exclude the presence of Pop IIIs in high-z
    galaxy environments. We further discuss candidate selection strategies based on
    Lyα, Hα, and Hβ emission, and how spatially resolved observations may enable the
    detection of isolated, pristine pockets in the outskirts of massive halos.
acknowledgement: We thank Elka Rusta and Stefania Salvadori for providing predictions
  of the He II line luminosities from the NEFERTITI model. A.V. acknowledges funding
  from the Cosmic Frontier Center and the University of Texas at Austin’s College
  of Natural Sciences. A.V., L.G., and R.S. acknowledge support from the PRIN 2022
  MUR project 2022CB3PJ3—First Light And Galaxy aSsembly (FLAGS) funded by the European
  Union—Next Generation EU. J.B.M. was supported by NSF Grants AST-2307354 and AST-2408637,
  and by the NSF-Simons AI Institute for Cosmic Origins. This research was also supported
  in part by grant NSF PHY-2309135 to the Kavli Institute for Theoretical Physics
  (KITP). R.V. acknowledges support from PRIN MUR “2022935STW” funded by European
  Union-Next Generation EU, Missione 4 Componente 2 CUP C53D23000950006 and from Bando
  Ricerca Fondamentale INAF 2023, Theory Grant “Theoretical models for Black Holes
  Archaeology." C.D.C. acknowledges support from the European Union (ERC, AGENTS,
  101076224).
article_number: '226'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Alessandra
  full_name: Venditti, Alessandra
  last_name: Venditti
- first_name: Luca
  full_name: Graziani, Luca
  last_name: Graziani
- first_name: Raffaella
  full_name: Schneider, Raffaella
  last_name: Schneider
- first_name: Volker
  full_name: Bromm, Volker
  last_name: Bromm
- first_name: Julian B.
  full_name: Muñoz, Julian B.
  last_name: Muñoz
- first_name: Claudia
  full_name: Di Cesare, Claudia
  id: 2d002343-372f-11ef-98ec-a164d20427cb
  last_name: Di Cesare
- first_name: Rosa
  full_name: Valiante, Rosa
  last_name: Valiante
- first_name: Antonello
  full_name: Calabrò, Antonello
  last_name: Calabrò
- first_name: Roberto
  full_name: Maiolino, Roberto
  last_name: Maiolino
- first_name: Steven L.
  full_name: Finkelstein, Steven L.
  last_name: Finkelstein
- first_name: Massimiliano
  full_name: Parente, Massimiliano
  last_name: Parente
- first_name: Matteo
  full_name: Saggini, Matteo
  last_name: Saggini
- first_name: John
  full_name: Chisholm, John
  last_name: Chisholm
citation:
  ama: 'Venditti A, Graziani L, Schneider R, et al. Catching the nebular needle in
    a polluted haystack: Line-emission signatures from population III-forming pockets
    around massive galaxies at the end of reionization. <i>The Astrophysical Journal</i>.
    2026;1005(2). doi:<a href="https://doi.org/10.3847/1538-4357/ae7b2c">10.3847/1538-4357/ae7b2c</a>'
  apa: 'Venditti, A., Graziani, L., Schneider, R., Bromm, V., Muñoz, J. B., Di Cesare,
    C., … Chisholm, J. (2026). Catching the nebular needle in a polluted haystack:
    Line-emission signatures from population III-forming pockets around massive galaxies
    at the end of reionization. <i>The Astrophysical Journal</i>. IOP Publishing.
    <a href="https://doi.org/10.3847/1538-4357/ae7b2c">https://doi.org/10.3847/1538-4357/ae7b2c</a>'
  chicago: 'Venditti, Alessandra, Luca Graziani, Raffaella Schneider, Volker Bromm,
    Julian B. Muñoz, Claudia Di Cesare, Rosa Valiante, et al. “Catching the Nebular
    Needle in a Polluted Haystack: Line-Emission Signatures from Population III-Forming
    Pockets around Massive Galaxies at the End of Reionization.” <i>The Astrophysical
    Journal</i>. IOP Publishing, 2026. <a href="https://doi.org/10.3847/1538-4357/ae7b2c">https://doi.org/10.3847/1538-4357/ae7b2c</a>.'
  ieee: 'A. Venditti <i>et al.</i>, “Catching the nebular needle in a polluted haystack:
    Line-emission signatures from population III-forming pockets around massive galaxies
    at the end of reionization,” <i>The Astrophysical Journal</i>, vol. 1005, no.
    2. IOP Publishing, 2026.'
  ista: 'Venditti A, Graziani L, Schneider R, Bromm V, Muñoz JB, Di Cesare C, Valiante
    R, Calabrò A, Maiolino R, Finkelstein SL, Parente M, Saggini M, Chisholm J. 2026.
    Catching the nebular needle in a polluted haystack: Line-emission signatures from
    population III-forming pockets around massive galaxies at the end of reionization.
    The Astrophysical Journal. 1005(2), 226.'
  mla: 'Venditti, Alessandra, et al. “Catching the Nebular Needle in a Polluted Haystack:
    Line-Emission Signatures from Population III-Forming Pockets around Massive Galaxies
    at the End of Reionization.” <i>The Astrophysical Journal</i>, vol. 1005, no.
    2, 226, IOP Publishing, 2026, doi:<a href="https://doi.org/10.3847/1538-4357/ae7b2c">10.3847/1538-4357/ae7b2c</a>.'
  short: A. Venditti, L. Graziani, R. Schneider, V. Bromm, J.B. Muñoz, C. Di Cesare,
    R. Valiante, A. Calabrò, R. Maiolino, S.L. Finkelstein, M. Parente, M. Saggini,
    J. Chisholm, The Astrophysical Journal 1005 (2026).
das_tickbox: '1'
dataavailabilitystatement: 'Software: dustyGadget (L. Graziani et al. 2020), BPASSv2.2.134
  (J. J. Eldridge et al. 2017; E. R. Stanway & J. J. Eldridge 2018), Yggdrasil35 (E.
  Zackrisson et al. 2011), Cloudy22.0136 (G. J. Ferland et al. 2017), NumPy37 (S.
  van der Walt et al. 2011; C. R. Harris et al. 2020), matplotlib38 (J. D. Hunter
  2007), SciPy39 (Jones et al. 2001; P. Virtanen et al. 2020).'
date_created: 2026-07-19T22:01:46Z
date_published: 2026-07-10T00:00:00Z
date_updated: 2026-07-20T13:07:08Z
day: '10'
ddc:
- '520'
department:
- _id: JoMa
doi: 10.3847/1538-4357/ae7b2c
external_id:
  arxiv:
  - '2603.27582'
file:
- access_level: open_access
  checksum: e783c9c10cf773482ac2f3b340ad130b
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-20T13:05:27Z
  date_updated: 2026-07-20T13:05:27Z
  file_id: '22375'
  file_name: 2026_AstrophysicalJour_Venditti.pdf
  file_size: 2267572
  relation: main_file
  success: 1
file_date_updated: 2026-07-20T13:05:27Z
has_accepted_license: '1'
intvolume: '      1005'
issue: '2'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: bd9b2118-d553-11ed-ba76-db24564edfea
  grant_number: '101076224'
  name: Young galaxies as tracers and agents of cosmic reionization
publication: The Astrophysical Journal
publication_identifier:
  eissn:
  - 1538-4357
  issn:
  - 0004-637X
publication_status: published
publisher: IOP Publishing
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: 'Catching the nebular needle in a polluted haystack: Line-emission signatures
  from population III-forming pockets around massive galaxies at the end of reionization'
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: 1005
year: '2026'
...
---
OA_place: publisher
OA_type: diamond
PlanS_conform: '1'
_id: '22369'
abstract:
- lang: eng
  text: The high-redshift progenitors of present-day galaxy clusters are believed
    to substantially contribute to the global star formation rate density and drive
    the large-scale reionisation of the Universe. Here we present a blind and unbiased
    search for and characterisation of galaxy overdensities during the reionisation
    epoch at redshifts z ∼ 5.5 − 7 based on rest-frame optical JWST/NIRCam grism spectroscopy
    of the Abell 2744 lensing field as part of the JWST All the Little Things (ALT)
    survey. Using a physically motivated, cosmological inference friends-of-friends
    (FoF) algorithm, we identified six galaxy overdensities, including five robust
    systems at z = 5.66–6.77. They are all characterised by total halo masses of Mhalo ≳ 1011 M⊙,
    inferred from a range of proxies. We find that the galaxy members in these overdense
    environments are on average less massive though equally metal-rich, and generally
    comprised of younger stellar populations, as indicated by their bluer spectral
    slopes and less prominent Balmer breaks compared to field galaxies at similar
    redshifts. Further, we use this novel rest-frame optical selection of galaxy proto-clusters
    to infer the fraction and 3D distribution of strong Lyman-α emitters (LAEs) and
    damped Lyman-α absorbers (DLAs) in the overdensity environments. We find that
    two out of the six galaxy overdensities have excess H I absorption compared to
    the field average, while the other four are consistent within their large scatter
    in density. These results present the first direct observational constraints on
    the tomography of the dense, neutral gas reservoirs in large-scale galaxy overdensities
    at z > 5 and highlight the limitations of pre-JWST searches for reionisation-era
    galaxy overdensities relying on the detection of strong LAEs alone.
acknowledgement: 'We would like to thank the anonymous referee for their positive
  and constructive report and all the observers world-wide for their substantial effort
  in securing all the public JWST data that were essential for this work. The Cosmic
  Dawn Center (DAWN) is funded by the Danish National Research Foundation under grant
  DNRF140. KEH acknowledges support from the Independent Research Fund Denmark (DFF)
  under grant 5251-00009B and co-funding by the European Union (ERC, HEAVYMETAL, 101071865).
  Views and opinions expressed are, 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 nor the granting authority can be held responsible for
  them. This work is based in part on observations made with the NASA/ESA/CSA James
  Webb Space Telescope. The data were obtained from the Mikulski Archive for Space
  Telescopes (MAST) at the Space Telescope Science Institute, which is operated by
  the Association of Universities for Research in Astronomy, Inc., under NASA contract
  NAS 5-03127 for JWST. We used the following software for this work: Python, and
  the scientific Python ecosystem, in particular NumPy (Harris et al. 2020), SciPy
  (including cKDTree) (Virtanen et al. 2021), Matplotlib (Hunter 2007), and Astropy
  (Astropy Collaboration 2013, 2018, 2022).'
article_number: A290
article_processing_charge: No
article_type: original
author:
- first_name: Chamilla
  full_name: Terp, Chamilla
  last_name: Terp
- first_name: Kasper E.
  full_name: Heintz, Kasper E.
  last_name: Heintz
- first_name: Jorryt J
  full_name: Matthee, Jorryt J
  id: 7439a258-f3c0-11ec-9501-9df22fe06720
  last_name: Matthee
  orcid: 0000-0003-2871-127X
- first_name: Rohan P.
  full_name: Naidu, Rohan P.
  last_name: Naidu
- first_name: Pascal A.
  full_name: Oesch, Pascal A.
  last_name: Oesch
- first_name: Callum
  full_name: Witten, Callum
  last_name: Witten
- first_name: Daichi
  full_name: Kashino, Daichi
  last_name: Kashino
- first_name: Clara L.
  full_name: Pollock, Clara L.
  last_name: Pollock
- first_name: Claudia
  full_name: Di Cesare, Claudia
  id: 2d002343-372f-11ef-98ec-a164d20427cb
  last_name: Di Cesare
- first_name: Alberto
  full_name: Torralba Torregrosa, Alberto
  id: 018f0249-0e87-11f0-b167-cbce08fbd541
  last_name: Torralba Torregrosa
  orcid: 0000-0001-5586-6950
citation:
  ama: 'Terp C, Heintz KE, Matthee JJ, et al. All the massive galaxy overdensities
    during reionisation: JWST rest-frame optical selection reveals young, chemically
    evolved galaxies embedded in dense, neutral gas at z &#62; 5. <i>Astronomy &#38;
    Astrophysics</i>. 2026;710. doi:<a href="https://doi.org/10.1051/0004-6361/202659436">10.1051/0004-6361/202659436</a>'
  apa: 'Terp, C., Heintz, K. E., Matthee, J. J., Naidu, R. P., Oesch, P. A., Witten,
    C., … Torralba Torregrosa, A. (2026). All the massive galaxy overdensities during
    reionisation: JWST rest-frame optical selection reveals young, chemically evolved
    galaxies embedded in dense, neutral gas at z &#62; 5. <i>Astronomy &#38; Astrophysics</i>.
    EDP Sciences. <a href="https://doi.org/10.1051/0004-6361/202659436">https://doi.org/10.1051/0004-6361/202659436</a>'
  chicago: 'Terp, Chamilla, Kasper E. Heintz, Jorryt J Matthee, Rohan P. Naidu, Pascal
    A. Oesch, Callum Witten, Daichi Kashino, Clara L. Pollock, Claudia Di Cesare,
    and Alberto Torralba Torregrosa. “All the Massive Galaxy Overdensities during
    Reionisation: JWST Rest-Frame Optical Selection Reveals Young, Chemically Evolved
    Galaxies Embedded in Dense, Neutral Gas at z &#62; 5.” <i>Astronomy &#38; Astrophysics</i>.
    EDP Sciences, 2026. <a href="https://doi.org/10.1051/0004-6361/202659436">https://doi.org/10.1051/0004-6361/202659436</a>.'
  ieee: 'C. Terp <i>et al.</i>, “All the massive galaxy overdensities during reionisation:
    JWST rest-frame optical selection reveals young, chemically evolved galaxies embedded
    in dense, neutral gas at z &#62; 5,” <i>Astronomy &#38; Astrophysics</i>, vol.
    710. EDP Sciences, 2026.'
  ista: 'Terp C, Heintz KE, Matthee JJ, Naidu RP, Oesch PA, Witten C, Kashino D, Pollock
    CL, Di Cesare C, Torralba Torregrosa A. 2026. All the massive galaxy overdensities
    during reionisation: JWST rest-frame optical selection reveals young, chemically
    evolved galaxies embedded in dense, neutral gas at z &#62; 5. Astronomy &#38;
    Astrophysics. 710, A290.'
  mla: 'Terp, Chamilla, et al. “All the Massive Galaxy Overdensities during Reionisation:
    JWST Rest-Frame Optical Selection Reveals Young, Chemically Evolved Galaxies Embedded
    in Dense, Neutral Gas at z &#62; 5.” <i>Astronomy &#38; Astrophysics</i>, vol.
    710, A290, EDP Sciences, 2026, doi:<a href="https://doi.org/10.1051/0004-6361/202659436">10.1051/0004-6361/202659436</a>.'
  short: C. Terp, K.E. Heintz, J.J. Matthee, R.P. Naidu, P.A. Oesch, C. Witten, D.
    Kashino, C.L. Pollock, C. Di Cesare, A. Torralba Torregrosa, Astronomy &#38; Astrophysics
    710 (2026).
das_tickbox: '1'
dataavailabilitystatement: The specific observations analysed in this work can be
  accessed via https://doi.org/10.5281/zenodo.13871850
date_created: 2026-07-19T22:01:47Z
date_published: 2026-06-01T00:00:00Z
date_updated: 2026-07-20T13:42:20Z
day: '01'
ddc:
- '520'
department:
- _id: JoMa
doi: 10.1051/0004-6361/202659436
file:
- access_level: open_access
  checksum: 0a63db666cfac8e4e6271b75419a26f2
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-20T13:41:19Z
  date_updated: 2026-07-20T13:41:19Z
  file_id: '22378'
  file_name: 2026_AstronomyAstrophysics_Terp.pdf
  file_size: 6156048
  relation: main_file
  success: 1
file_date_updated: 2026-07-20T13:41:19Z
has_accepted_license: '1'
intvolume: '       710'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
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: 'All the massive galaxy overdensities during reionisation: JWST rest-frame
  optical selection reveals young, chemically evolved galaxies embedded in dense,
  neutral gas at z > 5'
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: 710
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22361'
abstract:
- lang: eng
  text: Causal optimal transport and adapted Wasserstein distance have applications
    in different fields from optimization to mathematical finance and machine learning.
    The goal of this article is to provide equivalent formulations of these concepts
    in classic probabilistic language. In particular, we prove a Skorokhod representation
    theorem for adapted weak convergence, reformulate the equivalence of stochastic
    processes using Markovian lifts, and give an expression for the adapted Wasserstein
    distance based on representing processes on a common stochastic basis.
acknowledgement: 'This research was funded in whole or in part by the Austrian Science
  Fund (FWF) [doi: 10.55776/P34743, 10.55776/Y782, 10.55776/P35197 and 10.55776/J4981].
  For open access purposes, the author has applied a CC BY public copyright license
  to any author accepted manuscript version arising from this submission.'
article_number: '105032'
article_processing_charge: Yes (in subscription journal)
article_type: original
arxiv: 1
author:
- first_name: Mathias
  full_name: Beiglböck, Mathias
  last_name: Beiglböck
- first_name: Susanne
  full_name: Pflügl, Susanne
  id: 8da18bd3-8437-11f1-a311-c814b8b76424
  last_name: Pflügl
- first_name: Stefan
  full_name: Schrott, Stefan
  last_name: Schrott
citation:
  ama: Beiglböck M, Pflügl S, Schrott S. A probabilistic view on the adapted Wasserstein
    distance. <i>Stochastic Processes and their Applications</i>. 2026;201. doi:<a
    href="https://doi.org/10.1016/j.spa.2026.105032">10.1016/j.spa.2026.105032</a>
  apa: Beiglböck, M., Pflügl, S., &#38; Schrott, S. (2026). A probabilistic view on
    the adapted Wasserstein distance. <i>Stochastic Processes and Their Applications</i>.
    Elsevier. <a href="https://doi.org/10.1016/j.spa.2026.105032">https://doi.org/10.1016/j.spa.2026.105032</a>
  chicago: Beiglböck, Mathias, Susanne Pflügl, and Stefan Schrott. “A Probabilistic
    View on the Adapted Wasserstein Distance.” <i>Stochastic Processes and Their Applications</i>.
    Elsevier, 2026. <a href="https://doi.org/10.1016/j.spa.2026.105032">https://doi.org/10.1016/j.spa.2026.105032</a>.
  ieee: M. Beiglböck, S. Pflügl, and S. Schrott, “A probabilistic view on the adapted
    Wasserstein distance,” <i>Stochastic Processes and their Applications</i>, vol.
    201. Elsevier, 2026.
  ista: Beiglböck M, Pflügl S, Schrott S. 2026. A probabilistic view on the adapted
    Wasserstein distance. Stochastic Processes and their Applications. 201, 105032.
  mla: Beiglböck, Mathias, et al. “A Probabilistic View on the Adapted Wasserstein
    Distance.” <i>Stochastic Processes and Their Applications</i>, vol. 201, 105032,
    Elsevier, 2026, doi:<a href="https://doi.org/10.1016/j.spa.2026.105032">10.1016/j.spa.2026.105032</a>.
  short: M. Beiglböck, S. Pflügl, S. Schrott, Stochastic Processes and Their Applications
    201 (2026).
das_tickbox: '1'
date_created: 2026-07-19T22:01:45Z
date_published: 2026-07-10T00:00:00Z
date_updated: 2026-07-20T12:46:53Z
day: '10'
ddc:
- '500'
department:
- _id: JaMa
doi: 10.1016/j.spa.2026.105032
external_id:
  arxiv:
  - '2406.19810'
has_accepted_license: '1'
intvolume: '       201'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.spa.2026.105032
month: '07'
oa: 1
oa_version: Published Version
publication: Stochastic Processes and their Applications
publication_identifier:
  issn:
  - 0304-4149
publication_status: epub_ahead
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: A probabilistic view on the adapted Wasserstein distance
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: 201
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22372'
abstract:
- lang: eng
  text: Neurons acquire polarity by specifying one neurite as the axon, whereas the
    others become dendrites. But how this fundamental asymmetry is established remains
    unclear1. Neuronal polarization has been thought to rely primarily on growth cones
    that sense external cues2. Here we show that growth cones alone do not direct
    this process and that the soma acts as a central organizer of neuronal polarization.
    Using live imaging and genetic loss-of-function approaches in vivo, combined with
    optogenetic control and local cytoskeletal perturbations in cultured neurons,
    we uncover a soma-initiated oscillatory program that primes axon selection. Periodic
    actin branching that depends on the actin-related protein 2/3 (ARP2/3) complex
    at the soma remodels a global actomyosin network, thereby generating an actin
    wave that retracts neurites before propagating into a single neurite tip. Exposure
    to this wave relaxes local actomyosin contractility, which drives a transient
    microtubule-based protrusion and biases this neurite towards axon fate. As the
    cell exits this oscillatory stage, this neurite can overcome global inhibition
    and extend independently of ARP2/3, whereas actomyosin activity suppresses axon
    formation in the remaining neurites so that they subsequently become dendrites.
    This soma-driven mechanism ensures the emergence of a single axon independent
    of environmental cues and underpins the unidirectional information flow in neuronal
    circuits.
acknowledgement: 'We thank O. Gruss, E. Handley, H. Herzel, A. Kania, A. Koseska,
  E. Kiermaier, D. Manstein, C. Niessen, K. Rottner, J. Schiweck, G. Tavosanis, D. Wachten,
  R. Wedlich-Söldner and W. Witke for critically reading and discussing the manuscript;
  C. Günter and V. Štimac for feedback on data presentation; B. Randel, J. Benner,
  L. Meyn and A.-T. Pham for technical assistance; L. M. Neußer, K. Herz, K. Van-De-Kamp
  and M. Diwo for their support on mice maintenance; H. Fried, I. Koenig, S. Filser
  and Y. Fu for their technical support on experimental setup; and M. Aghabeig for
  writing the Fiji macro scripts. C.H.C. was a Human Frontier Science Program Long-term
  Postdoctoral Fellow (LT000100/2013). F.B. is supported by the Deutsches Zentrum
  für Neurodegenerative Erkrankungen (DZNE), the International Foundation for Research
  in Paraplegia, Wings for Life, ERANET AXON REPAIR, ERANET RATER SCI and the Chan–Zuckerberg
  Initiative (CZI). F.B. is also funded by the Deutsche Forschungsgemeinschaft (DFG,
  German Research Foundation)–Project-ID 227953431–SFB 1089, SFB 1690 as well as SFB
  1158 and SPP 2395. F.B. is a member of the excellence cluster ImmunoSensation2 (EXC2151–390873048)
  and the iBehave NRW network. F.B. is a recipient of the Roger de Spoelberch Prize.
  F.K.M.S. acknowledges support from Austrian Science Fund (FWF): P33367. A.N. is
  supported by JSPS KAKENHI (grant numbers 18H02410 and 21H02440). Open access funding
  provided by Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) in
  der Helmholtz-Gemeinschaft.'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Tien Chen
  full_name: Lin, Tien Chen
  last_name: Lin
- first_name: Charlotte H.
  full_name: Coles, Charlotte H.
  last_name: Coles
- first_name: Eissa
  full_name: Alfadil, Eissa
  last_name: Alfadil
- first_name: Florian
  full_name: Fäßler, Florian
  id: 404F5528-F248-11E8-B48F-1D18A9856A87
  last_name: Fäßler
  orcid: 0000-0001-7149-769X
- first_name: Andreas
  full_name: Husch, Andreas
  last_name: Husch
- first_name: Sebastian
  full_name: Dupraz, Sebastian
  last_name: Dupraz
- first_name: Thorben
  full_name: Pietralla, Thorben
  last_name: Pietralla
- first_name: Akihiro
  full_name: Narita, Akihiro
  last_name: Narita
- first_name: Max
  full_name: Schelski, Max
  last_name: Schelski
- first_name: Kevin C.
  full_name: Flynn, Kevin C.
  last_name: Flynn
- first_name: Sina
  full_name: Stern, Sina
  last_name: Stern
- first_name: Christoph
  full_name: Möhl, Christoph
  last_name: Möhl
- first_name: Brett J.
  full_name: Hilton, Brett J.
  last_name: Hilton
- first_name: Franz
  full_name: Vauti, Franz
  last_name: Vauti
- first_name: Hans Henning
  full_name: Arnold, Hans Henning
  last_name: Arnold
- first_name: Florian Km
  full_name: Schur, Florian Km
  id: 48AD8942-F248-11E8-B48F-1D18A9856A87
  last_name: Schur
  orcid: 0000-0003-4790-8078
- first_name: Frank
  full_name: Bradke, Frank
  last_name: Bradke
citation:
  ama: Lin TC, Coles CH, Alfadil E, et al. An intrinsic cytoskeletal oscillator establishes
    neuronal polarity. <i>Nature</i>. 2026. doi:<a href="https://doi.org/10.1038/s41586-026-10755-6">10.1038/s41586-026-10755-6</a>
  apa: Lin, T. C., Coles, C. H., Alfadil, E., Fäßler, F., Husch, A., Dupraz, S., …
    Bradke, F. (2026). An intrinsic cytoskeletal oscillator establishes neuronal polarity.
    <i>Nature</i>. Springer Nature. <a href="https://doi.org/10.1038/s41586-026-10755-6">https://doi.org/10.1038/s41586-026-10755-6</a>
  chicago: Lin, Tien Chen, Charlotte H. Coles, Eissa Alfadil, Florian Fäßler, Andreas
    Husch, Sebastian Dupraz, Thorben Pietralla, et al. “An Intrinsic Cytoskeletal
    Oscillator Establishes Neuronal Polarity.” <i>Nature</i>. Springer Nature, 2026.
    <a href="https://doi.org/10.1038/s41586-026-10755-6">https://doi.org/10.1038/s41586-026-10755-6</a>.
  ieee: T. C. Lin <i>et al.</i>, “An intrinsic cytoskeletal oscillator establishes
    neuronal polarity,” <i>Nature</i>. Springer Nature, 2026.
  ista: Lin TC, Coles CH, Alfadil E, Fäßler F, Husch A, Dupraz S, Pietralla T, Narita
    A, Schelski M, Flynn KC, Stern S, Möhl C, Hilton BJ, Vauti F, Arnold HH, Schur
    FK, Bradke F. 2026. An intrinsic cytoskeletal oscillator establishes neuronal
    polarity. Nature.
  mla: Lin, Tien Chen, et al. “An Intrinsic Cytoskeletal Oscillator Establishes Neuronal
    Polarity.” <i>Nature</i>, Springer Nature, 2026, doi:<a href="https://doi.org/10.1038/s41586-026-10755-6">10.1038/s41586-026-10755-6</a>.
  short: T.C. Lin, C.H. Coles, E. Alfadil, F. Fäßler, A. Husch, S. Dupraz, T. Pietralla,
    A. Narita, M. Schelski, K.C. Flynn, S. Stern, C. Möhl, B.J. Hilton, F. Vauti,
    H.H. Arnold, F.K. Schur, F. Bradke, Nature (2026).
das_tickbox: '1'
dataavailabilitystatement: The raw data of the representative images have been deposited
  into Zenodo (https://doi.org/10.5281/zenodo.20118606)99. Owing to the large file
  size of the raw image data and the processed data used in the analyses that generated
  the graphs, we archived the image files in the read-only file archive at the DZNE
  institute. We provide raw data files upon request. The request can be directed to
  and will be fulfilled by the lead contact F.B. Source data are provided with this
  paper. The custom ImageJ macro used for generating kymographs, extracting neurite
  tip positions and protein intensities is available at GitHub (https://github.com/darkbreaker0/IJ_NeuriteGrowthScript)
  and Zenodo (https://doi.org/10.5281/zenodo.20118606)99. The custom R and Python
  scripts used in the study are available at GitHub (https://github.com/darkbreaker0/Arp3_neuronal_polarization_2026)
  and Zenodo (https://doi.org/10.5281/zenodo.20118606)99. The code used for polarity
  determination of the actin filament in tomograms is available at Zenodo (https://doi.org/10.5281/zenodo.20081075)93.
date_created: 2026-07-19T22:01:48Z
date_published: 2026-07-08T00:00:00Z
date_updated: 2026-07-20T14:18:10Z
day: '08'
ddc:
- '570'
department:
- _id: FlSc
doi: 10.1038/s41586-026-10755-6
external_id:
  pmid:
  - '42420447'
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s41586-026-10755-6
month: '07'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 9B954C5C-BA93-11EA-9121-9846C619BF3A
  grant_number: P33367
  name: Structure and isoform diversity of the Arp2/3 complex
publication: Nature
publication_identifier:
  eissn:
  - 1476-4687
  issn:
  - 0028-0836
publication_status: epub_ahead
publisher: Springer Nature
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: An intrinsic cytoskeletal oscillator establishes neuronal polarity
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'
...
---
OA_place: publisher
_id: '22255'
abstract:
- lang: eng
  text: "This thesis studies spectral rigidity and nonrigidity phenomena in dynamical
    systems. The central question is whether a dynamical system can be determined,
    up to a natural conjugacy, from its spectrum. We consider three related spectra:
    the length spectrum, the action spectrum, and the Lyapunov spectrum.\r\n\r\nThe
    first part of the thesis concerns Liouville metrics on the two-dimensional torus.
    It is a long-standing folklore conjecture that Liouville metrics are the only
    integrable metrics on the torus. We prove a length-spectral rigidity result for
    linear conformal deformations of Liouville metrics by exploiting the dynamical
    properties of the rational tori -- analogues of the resonant convex caustics in
    billiards. We also establish a complementary classification result showing that
    marked-length-isospectral Liouville metrics are characterized by rearrangements
    of the one-dimensional functions appearing in their conformal factors, generalizing
    a theorem of Abbondandolo-Mazzucchelli. In particular, the second result gives
    nonrigidity examples within the class of Liouville metrics.\r\n\r\nThe second
    part of the thesis studies the standard map from the viewpoint of action and Lyapunov
    spectra. We construct nontrivial deformations of the standard map which preserve
    the symplectic actions (respectively, the Lyapunov exponents) of infinitely many
    periodic orbits accumulating on an invariant curve. The proof combines a resonant
    normal form construction with Picard iteration schemes to obtain a sequence of
    periodic orbits accumulating on an invariant curve with a Liouville rotation number.
    Within the resonant normal forms we capture the dependence of these periodic orbits
    on the resonant Fourier coefficients of the dynamics on the invariant curve and,
    using the contraction mapping principle, obtain a suitable deformation achieving
    the prescribed spectral data associated with this sequence of orbits. The result
    can be viewed as a symplectic twist-map analogue of a length-spectral nonrigidity
    phenomenon for Riemannian manifolds and convex billiards, and it motivates the
    existence problem for similar 'partially length-isospectral' deformations of strictly
    convex billiard tables.\r\n"
acknowledged_ssus:
- _id: E-Lib
- _id: CampIT
acknowledgement: "The financial support of the ERC grant SPERIG #885707 is gratefully
  acknowledged.\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Yunzhe
  full_name: Li, Yunzhe
  id: 41cb05d3-f128-11eb-9611-e4e2b3cfba31
  last_name: Li
citation:
  ama: Li Y. Spectral rigidity and nonrigidity of dynamical systems. 2026. doi:<a
    href="https://doi.org/10.15479/AT-ISTA-22255">10.15479/AT-ISTA-22255</a>
  apa: Li, Y. (2026). <i>Spectral rigidity and nonrigidity of dynamical systems</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-22255">https://doi.org/10.15479/AT-ISTA-22255</a>
  chicago: Li, Yunzhe. “Spectral Rigidity and Nonrigidity of Dynamical Systems.” Institute
    of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-22255">https://doi.org/10.15479/AT-ISTA-22255</a>.
  ieee: Y. Li, “Spectral rigidity and nonrigidity of dynamical systems,” Institute
    of Science and Technology Austria, 2026.
  ista: Li Y. 2026. Spectral rigidity and nonrigidity of dynamical systems. Institute
    of Science and Technology Austria.
  mla: Li, Yunzhe. <i>Spectral Rigidity and Nonrigidity of Dynamical Systems</i>.
    Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-22255">10.15479/AT-ISTA-22255</a>.
  short: Y. Li, Spectral Rigidity and Nonrigidity of Dynamical Systems, Institute
    of Science and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-07-08T12:44:31Z
date_published: 2026-07-11T00:00:00Z
date_updated: 2026-07-20T14:58:23Z
day: '11'
ddc:
- '515'
degree_awarded: PhD
department:
- _id: GradSch
- _id: VaKa
doi: 10.15479/AT-ISTA-22255
doi_confirm: '1'
ec_funded: 1
file:
- access_level: open_access
  checksum: 8201cb5a427656a41828ecde8a85c04b
  content_type: application/pdf
  creator: yli
  date_created: 2026-07-14T10:48:45Z
  date_updated: 2026-07-14T10:48:45Z
  file_id: '22337'
  file_name: 2026_Li_Yunzhe_Thesis.pdf
  file_size: 1260717
  relation: main_file
- access_level: closed
  checksum: 19ee8461ed77f5b7980fc9461f778b6f
  content_type: application/x-zip-compressed
  creator: yli
  date_created: 2026-07-14T11:07:18Z
  date_updated: 2026-07-20T14:00:33Z
  file_id: '22339'
  file_name: 2026_Li_Yunzhe_Thesis.zip
  file_size: 418752
  relation: source_file
file_date_updated: 2026-07-20T14:00:33Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '131'
project:
- _id: 9B8B92DE-BA93-11EA-9121-9846C619BF3A
  call_identifier: H2020
  grant_number: '885707'
  name: Spectral rigidity and integrability for billiards and geodesic flows
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '22340'
    relation: part_of_dissertation
    status: public
  - id: '22341'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Vadim
  full_name: Kaloshin, Vadim
  id: FE553552-CDE8-11E9-B324-C0EBE5697425
  last_name: Kaloshin
  orcid: 0000-0002-6051-2628
title: Spectral rigidity and nonrigidity of dynamical systems
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'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22371'
abstract:
- lang: eng
  text: Amoeboid cell migration is key to efficient T cell immunity. Spatial polarization
    of organelles within cells, including endo-lysosomes, is a prerequisite of migration.
    However, how ultrastructural polarization is linked to the signaling requirements
    governing T cell migration remains unknown. Here we show that signaling molecules
    generated by endo-lysosome-localized kinases regulate velocity of amoeboid migration.
    Specifically, imaging of T cells identifies accumulation of endo-lysosomes decorated
    with the lipid kinases VPS34–PIKfyve at the uropod of polarized cells. Activity
    of VPS34 and PIKfyve regulates speed, but not directedness, of migrating T cells.
    Mechanistically, PI(3,5)P2 generated by the sequential action of VPS34 and PIKfyve,
    mediates Ca2+ efflux from lysosomes via the mucolipin TRP cation channel 1 (TRPML1),
    thus controlling activity of myosin IIA and hence the generation of propulsive
    force through retrograde actin flow. The VPS34–PIKfyve kinases also regulate velocity
    of myeloid cells, as well as of the amoeba Dictyostelium discoideum – establishing
    the axis as an evolutionarily conserved speed control system of amoeboid cell
    migration.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
acknowledgement: We thank the microscopy core facility of the Department of Biomedicine
  at the University and University Hospital of Basel for their technical support.
  This research was technically supported by the Scientific Service Units (SSU) of
  ISTA through resources provided by the Imaging & Optics Facility (IOF) and the Lab
  Support Facility (LSF). CH was supported by the Swiss National Science Foundation
  (SNSF) (310030B_201277; 310030_192677; FZEB-0-180487), the ZBF Program Award 2025
  (Hans Zäslin Bustany Foundation), and the Novartis Foundation for Medical-Biological
  Research (NFMBR) (#23A070). PD was supported by the Swiss Academy for Medical Sciences
  (SAMW) and SNSF (183980, 225441), the NFMBR (#23A070), AlumniMedizin Basel, and
  the Freiwillige Akademische Gesellschaft Basel. DFL was supported by the SNSF (220205).
  Open access funding provided by University of Basel.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Philippe G
  full_name: Dehio, Philippe G
  id: b769738e-a003-11ee-b1b8-9030316e0d59
  last_name: Dehio
- first_name: Céline
  full_name: Michard, Céline
  last_name: Michard
- first_name: Juan Carlos
  full_name: Yam-Puc, Juan Carlos
  last_name: Yam-Puc
- first_name: Adrià Arnau
  full_name: Martí I Líndez, Adrià Arnau
  last_name: Martí I Líndez
- first_name: Anett
  full_name: Jandke, Anett
  last_name: Jandke
- first_name: Gunhild
  full_name: Unterstab, Gunhild
  last_name: Unterstab
- first_name: Lucien
  full_name: Fabre, Lucien
  last_name: Fabre
- first_name: Loïc
  full_name: Sauteur, Loïc
  last_name: Sauteur
- first_name: Marc
  full_name: Artinger, Marc
  last_name: Artinger
- first_name: Daniel F.
  full_name: Legler, Daniel F.
  last_name: Legler
- first_name: Michael K
  full_name: Sixt, Michael K
  id: 41E9FBEA-F248-11E8-B48F-1D18A9856A87
  last_name: Sixt
  orcid: 0000-0002-6620-9179
- first_name: Thorsten
  full_name: Schaefer, Thorsten
  last_name: Schaefer
- first_name: Matthias P.
  full_name: Wymann, Matthias P.
  last_name: Wymann
- first_name: Klaus
  full_name: Okkenhaug, Klaus
  last_name: Okkenhaug
- first_name: Thierry
  full_name: Soldati, Thierry
  last_name: Soldati
- first_name: Matthias
  full_name: Mehling, Matthias
  id: 3C23B994-F248-11E8-B48F-1D18A9856A87
  last_name: Mehling
  orcid: 0000-0001-8599-1226
- first_name: Christoph
  full_name: Hess, Christoph
  last_name: Hess
citation:
  ama: Dehio PG, Michard C, Yam-Puc JC, et al. A conserved VPS34-PIKfyve-TRPML1-myosin
    II axis regulates the speed of amoeboid cell migration. <i>EMBO Reports</i>. 2026.
    doi:<a href="https://doi.org/10.1038/s44319-026-00861-x">10.1038/s44319-026-00861-x</a>
  apa: Dehio, P. G., Michard, C., Yam-Puc, J. C., Martí I Líndez, A. A., Jandke, A.,
    Unterstab, G., … Hess, C. (2026). A conserved VPS34-PIKfyve-TRPML1-myosin II axis
    regulates the speed of amoeboid cell migration. <i>EMBO Reports</i>. Springer
    Nature. <a href="https://doi.org/10.1038/s44319-026-00861-x">https://doi.org/10.1038/s44319-026-00861-x</a>
  chicago: Dehio, Philippe G, Céline Michard, Juan Carlos Yam-Puc, Adrià Arnau Martí
    I Líndez, Anett Jandke, Gunhild Unterstab, Lucien Fabre, et al. “A Conserved VPS34-PIKfyve-TRPML1-Myosin
    II Axis Regulates the Speed of Amoeboid Cell Migration.” <i>EMBO Reports</i>.
    Springer Nature, 2026. <a href="https://doi.org/10.1038/s44319-026-00861-x">https://doi.org/10.1038/s44319-026-00861-x</a>.
  ieee: P. G. Dehio <i>et al.</i>, “A conserved VPS34-PIKfyve-TRPML1-myosin II axis
    regulates the speed of amoeboid cell migration,” <i>EMBO Reports</i>. Springer
    Nature, 2026.
  ista: Dehio PG, Michard C, Yam-Puc JC, Martí I Líndez AA, Jandke A, Unterstab G,
    Fabre L, Sauteur L, Artinger M, Legler DF, Sixt MK, Schaefer T, Wymann MP, Okkenhaug
    K, Soldati T, Mehling M, Hess C. 2026. A conserved VPS34-PIKfyve-TRPML1-myosin
    II axis regulates the speed of amoeboid cell migration. EMBO Reports.
  mla: Dehio, Philippe G., et al. “A Conserved VPS34-PIKfyve-TRPML1-Myosin II Axis
    Regulates the Speed of Amoeboid Cell Migration.” <i>EMBO Reports</i>, Springer
    Nature, 2026, doi:<a href="https://doi.org/10.1038/s44319-026-00861-x">10.1038/s44319-026-00861-x</a>.
  short: P.G. Dehio, C. Michard, J.C. Yam-Puc, A.A. Martí I Líndez, A. Jandke, G.
    Unterstab, L. Fabre, L. Sauteur, M. Artinger, D.F. Legler, M.K. Sixt, T. Schaefer,
    M.P. Wymann, K. Okkenhaug, T. Soldati, M. Mehling, C. Hess, EMBO Reports (2026).
das_tickbox: '1'
dataavailabilitystatement: "The analysis workflow to quantify vesicle localization
  can be accessed on GitHub (https://github.com/loicsauteur/vesicle-analysis, version
  0.1.1).\r\n\r\nThe source data of this paper are collected in the following database
  record: biostudies:S-SCDT-10_1038-S44319-026-00861-x."
date_created: 2026-07-19T22:01:48Z
date_published: 2026-07-07T00:00:00Z
date_updated: 2026-07-20T14:28:59Z
day: '07'
department:
- _id: MiSi
doi: 10.1038/s44319-026-00861-x
external_id:
  pmid:
  - '42414599'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s44319-026-00861-x
month: '07'
oa: 1
oa_version: Published Version
pmid: 1
publication: EMBO Reports
publication_identifier:
  eissn:
  - 1469-3178
publication_status: epub_ahead
publisher: Springer Nature
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: A conserved VPS34-PIKfyve-TRPML1-myosin II axis regulates the speed of amoeboid
  cell migration
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
OA_type: closed access
_id: '22366'
abstract:
- lang: eng
  text: Gravitropism is a fundamental adaptive response in plants that enables directional
    growth to optimize resource acquisition. In this study, we employed forward genetic
    screening to identify Arabidopsis mutants with defective hypocotyl gravitropism
    and isolated the short and agravitropic hypocotyl in dark1 (sad1) mutant, which
    carries a point mutation (G110E) in the SAC1 gene encoding a phosphoinositide
    phosphatase. Deficiency of SAC1 disrupted gravity-induced polar localization of
    PIN3 in endodermal cells, impairing auxin redistribution and leading to hypocotyl
    gravitropism defects. Subcellular localization analysis revealed that SAC1 is
    partially localized to the PVC/tonoplast and participates in late endosomal trafficking.
    The sac1 mutation leads to abnormal vacuolar morphology, which is associated with
    defects in amyloplast sedimentation during the gravitropic response in Arabidopsis
    shoots. We further revealed that SAC1 interacts with GRV2, a key regulator of
    the late endocytic pathway, and that both proteins cooperatively regulate shoot
    gravitropism. In summary, this study identified SAC1 as a regulator of shoot gravitropism,
    revealing its important role in modulating vacuolar homeostasis, amyloplast sedimentation,
    PIN3 trafficking, and auxin distribution. These findings provide insights into
    the molecular mechanisms linking membrane transport to environmental adaptation
    in plants.
acknowledgement: We acknowledge Prof. Dolf Weijers (Wageningen University), Prof.Karin
  Schumacher (Heidelberg University), Prof. Yohann Boutt ´e(Universit ´e de Bordeaux),
  and Prof. Jinbo Shen (Zhejiang A&FUniversity) for providing published plasmids and
  Arabidopsislines. We thank Dr. Gergely Moln ´ar (ISTA) for help with NGS dataanalysis,
  and Prof. Jianru Zuo (IGDB, CAS), Prof. Chengbin Xiang(USTC), and Prof. Zhong Zhao
  (USTC) for critical comments onthe manuscript. We thank the staff members of the
  Mass Spec-trometry System at the National Facility for Protein Science inShanghai
  (NFPS), Zhangjiang Lab, China for providing technicalsupport and assistance in data
  collection and analysis. This workwas supported by grants from the National Natural
  Science Foun-dation of China (32570366, and 32321001 to ST), the Natural Sci-ence
  Foundation of Anhui Province (2508085QC070 to MK), theFundamental Research Funds
  for the Central Universities(WK9100250095 to MK, and WK9100000021 to ST), the ForestryBureau
  of Anhui Province (AHLYJBGS-2024-01 to ST), the Centerfor Advanced Interdisciplinary
  Science and Biomedicine of IHM,Division of Life Sciences and Medicine, University
  of Science andTechnology of China (QYPY20220012 to ST), the USTC ResearchFunds of
  the Double First-Class Initiative (YD9100002016 to ST),and start-up funding from
  the University of Science and Technol-ogy of China and the Chinese Academy of Sciences(GG9100007007,
  KY9100000026, KY9100000051, XKTS-202591014,XKTS-2026910122, and KJ2070000079 to
  ST).
article_number: e71042
article_processing_charge: No
article_type: original
author:
- first_name: Lianghanxiao
  full_name: Sun, Lianghanxiao
  last_name: Sun
- first_name: Wenxin
  full_name: Jia, Wenxin
  last_name: Jia
- first_name: Yanbo
  full_name: Mao, Yanbo
  last_name: Mao
- first_name: Xin
  full_name: Li, Xin
  last_name: Li
- first_name: Mengjuan
  full_name: Kong, Mengjuan
  last_name: Kong
- first_name: Ji
  full_name: She, Ji
  last_name: She
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: Shutang
  full_name: Tan, Shutang
  id: 2DE75584-F248-11E8-B48F-1D18A9856A87
  last_name: Tan
  orcid: 0000-0002-0471-8285
citation:
  ama: Sun L, Jia W, Mao Y, et al. Regulation of shoot gravitropism and branching
    angle by the GRV2-SAC1 axis in Arabidopsis. <i>The Plant Journal</i>. 2026;127(1).
    doi:<a href="https://doi.org/10.1111/tpj.71042">10.1111/tpj.71042</a>
  apa: Sun, L., Jia, W., Mao, Y., Li, X., Kong, M., She, J., … Tan, S. (2026). Regulation
    of shoot gravitropism and branching angle by the GRV2-SAC1 axis in Arabidopsis.
    <i>The Plant Journal</i>. Wiley. <a href="https://doi.org/10.1111/tpj.71042">https://doi.org/10.1111/tpj.71042</a>
  chicago: Sun, Lianghanxiao, Wenxin Jia, Yanbo Mao, Xin Li, Mengjuan Kong, Ji She,
    Jiří Friml, and Shutang Tan. “Regulation of Shoot Gravitropism and Branching Angle
    by the GRV2-SAC1 Axis in Arabidopsis.” <i>The Plant Journal</i>. Wiley, 2026.
    <a href="https://doi.org/10.1111/tpj.71042">https://doi.org/10.1111/tpj.71042</a>.
  ieee: L. Sun <i>et al.</i>, “Regulation of shoot gravitropism and branching angle
    by the GRV2-SAC1 axis in Arabidopsis,” <i>The Plant Journal</i>, vol. 127, no.
    1. Wiley, 2026.
  ista: Sun L, Jia W, Mao Y, Li X, Kong M, She J, Friml J, Tan S. 2026. Regulation
    of shoot gravitropism and branching angle by the GRV2-SAC1 axis in Arabidopsis.
    The Plant Journal. 127(1), e71042.
  mla: Sun, Lianghanxiao, et al. “Regulation of Shoot Gravitropism and Branching Angle
    by the GRV2-SAC1 Axis in Arabidopsis.” <i>The Plant Journal</i>, vol. 127, no.
    1, e71042, Wiley, 2026, doi:<a href="https://doi.org/10.1111/tpj.71042">10.1111/tpj.71042</a>.
  short: L. Sun, W. Jia, Y. Mao, X. Li, M. Kong, J. She, J. Friml, S. Tan, The Plant
    Journal 127 (2026).
das_tickbox: '1'
dataavailabilitystatement: Biological materials (seeds, plasmids) are available upon
  request from ST (sttan@ustc.edu.cn). The data that support the ﬁndings of this study
  are available on request from the corresponding author. The data are not publicly
  available due to privacy or ethical restrictions.
date_created: 2026-07-19T22:01:47Z
date_published: 2026-07-01T00:00:00Z
date_updated: 2026-07-20T13:53:44Z
day: '01'
department:
- _id: JiFr
doi: 10.1111/tpj.71042
external_id:
  pmid:
  - '42438075'
intvolume: '       127'
issue: '1'
keyword:
- auxin
- SAC1
- GRV2
- PIN3
- vacuole
- gravitropism
- Arabidopsis
language:
- iso: eng
month: '07'
oa_version: None
pmid: 1
publication: The Plant Journal
publication_identifier:
  eissn:
  - 1365-313X
  issn:
  - 0960-7412
publication_status: published
publisher: Wiley
quality_controlled: '1'
researchdata_availability: upon request
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Regulation of shoot gravitropism and branching angle by the GRV2-SAC1 axis
  in Arabidopsis
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 127
year: '2026'
...
---
OA_place: publisher
OA_type: gold
_id: '22368'
abstract:
- lang: eng
  text: "We study simple dynamics in the population protocol model, in\r\nwhich \U0001D45B
    agents start with totally ordered initial opinions \U0001D4651, \U0001D4652, .
    . . ,\r\n\U0001D465\U0001D45B and, in each round, a randomly chosen agent changes
    its opinion\r\nas a function of the opinion of other randomly chosen agents. Such\r\ndynamics
    often converge to consensus on a single fixation value \U0001D44Bˆ.\r\nThis paper
    asks how to control the distribution of \U0001D44Bˆ as a randomised\r\nchoice
    among the initial opinions by designing suitable simple\r\ndynamics. Writing the
    sorted initial values as \U0001D465(1) ≤ · · · ≤ \U0001D465(\U0001D45B)\r\n,\r\nwe
    design two protocols that realise natural target laws over order\r\nstatistics.\r\nFirst,
    for a parameter \U0001D45D ∈ (0, 1), our geometric protocol biases\r\ntoward larger
    opinions and satisfies P\r\n\r\n\U0001D44Bˆ = \U0001D465(\U0001D458)\r\n\r\n∝
    \U0001D45D\r\n\U0001D45B−\U0001D458\r\n, for\r\n\U0001D458 = 1, . . . , \U0001D45B.
    Equivalently, P\r\n\r\n\U0001D44Bˆ = \U0001D465(\U0001D458)\r\n\r\n= (1 − \U0001D45D)\U0001D45D\r\n\U0001D45B−\U0001D458\r\n/(1
    − \U0001D45D\r\n\U0001D45B\r\n).\r\nSecond, our binomial protocol assigns a shifted
    binomial law to the\r\nranks in ascending order: if \U0001D43E −1 ∼ Bin(\U0001D45B−1,
    1−\U0001D45D), then \U0001D44Bˆ = \U0001D465(\U0001D43E)\r\n,\r\ni.e., P\r\n\r\n\U0001D44Bˆ
    = \U0001D465(\U0001D458)\r\n\r\n=\r\n\U0001D45B−1\r\n\U0001D458−1\r\n\x01\r\n\U0001D45D\r\n\U0001D45B−\U0001D458\r\n(1
    − \U0001D45D)\r\n\U0001D458−1\r\n, for \U0001D458 = 1, . . . , \U0001D45B.\r\nApplications
    of this include computing the Top-\U0001D458 values for\r\nsmall \U0001D458 on
    general interaction graphs. A central contribution of\r\nthis work is that, in
    contrast to most population protocols, we can\r\ncharacterise the fixation distribution
    in closed form. This is enabled\r\nby a novel analysis technique, which also yields
    applications: we\r\nderive new results for the Median protocol that extend the
    state of\r\nthe art."
acknowledgement: "This work has been supported by the AID INRIA-DGA project\r\nn°2023000872
  “BioSwarm”, the French government National Research Agency (ANR) through the UCA
  JEDI (ANR-15-IDEX-01),\r\nthe EUR DS4H (ANR-17-EURE-004) and the 3IA Cote d’Azur
  Investments ANR-23-IACL-0001, and EPSRC grant EP/W005573/1"
article_processing_charge: No
author:
- first_name: Niccolò
  full_name: D'Archivio, Niccolò
  last_name: D'Archivio
- first_name: Hind
  full_name: Almahmoud, Hind
  last_name: Almahmoud
- first_name: Emanuele
  full_name: Natale, Emanuele
  last_name: Natale
- first_name: Frederik
  full_name: Mallmann-Trenn, Frederik
  id: 68748c44-84d5-11f1-b4f6-ca083374e553
  last_name: Mallmann-Trenn
citation:
  ama: 'D’Archivio N, Almahmoud H, Natale E, Mallmann-Trenn F. Order statistics in
    population protocols via simple dynamics. In: <i>Proceedings of the Annual ACM
    Symposium on Principles of Distributed Computing</i>. Association for Computing
    Machinery; 2026:425-436. doi:<a href="https://doi.org/10.1145/3796701.3815922">10.1145/3796701.3815922</a>'
  apa: 'D’Archivio, N., Almahmoud, H., Natale, E., &#38; Mallmann-Trenn, F. (2026).
    Order statistics in population protocols via simple dynamics. In <i>Proceedings
    of the Annual ACM Symposium on Principles of Distributed Computing</i> (pp. 425–436).
    Egham, United Kingdom: Association for Computing Machinery. <a href="https://doi.org/10.1145/3796701.3815922">https://doi.org/10.1145/3796701.3815922</a>'
  chicago: D’Archivio, Niccolò, Hind Almahmoud, Emanuele Natale, and Frederik Mallmann-Trenn.
    “Order Statistics in Population Protocols via Simple Dynamics.” In <i>Proceedings
    of the Annual ACM Symposium on Principles of Distributed Computing</i>, 425–36.
    Association for Computing Machinery, 2026. <a href="https://doi.org/10.1145/3796701.3815922">https://doi.org/10.1145/3796701.3815922</a>.
  ieee: N. D’Archivio, H. Almahmoud, E. Natale, and F. Mallmann-Trenn, “Order statistics
    in population protocols via simple dynamics,” in <i>Proceedings of the Annual
    ACM Symposium on Principles of Distributed Computing</i>, Egham, United Kingdom,
    2026, pp. 425–436.
  ista: 'D’Archivio N, Almahmoud H, Natale E, Mallmann-Trenn F. 2026. Order statistics
    in population protocols via simple dynamics. Proceedings of the Annual ACM Symposium
    on Principles of Distributed Computing. PODC: Symposium on Principles of Distributed
    Computing, 425–436.'
  mla: D’Archivio, Niccolò, et al. “Order Statistics in Population Protocols via Simple
    Dynamics.” <i>Proceedings of the Annual ACM Symposium on Principles of Distributed
    Computing</i>, Association for Computing Machinery, 2026, pp. 425–36, doi:<a href="https://doi.org/10.1145/3796701.3815922">10.1145/3796701.3815922</a>.
  short: N. D’Archivio, H. Almahmoud, E. Natale, F. Mallmann-Trenn, in:, Proceedings
    of the Annual ACM Symposium on Principles of Distributed Computing, Association
    for Computing Machinery, 2026, pp. 425–436.
conference:
  end_date: 2026-07-10
  location: Egham, United Kingdom
  name: 'PODC: Symposium on Principles of Distributed Computing'
  start_date: 2026-07-06
corr_author: '1'
das_tickbox: '0'
date_created: 2026-07-19T22:01:47Z
date_published: 2026-07-01T00:00:00Z
date_updated: 2026-07-21T07:34:49Z
day: '01'
ddc:
- '000'
department:
- _id: MoHe
doi: 10.1145/3796701.3815922
file:
- access_level: open_access
  checksum: e8208393a016d8e71d7b26c402045488
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-21T07:31:29Z
  date_updated: 2026-07-21T07:31:29Z
  file_id: '22379'
  file_name: 2026_ACMPODC_dArchivio.pdf
  file_size: 824239
  relation: main_file
  success: 1
file_date_updated: 2026-07-21T07:31:29Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 425-436
publication: Proceedings of the Annual ACM Symposium on Principles of Distributed
  Computing
publication_identifier:
  isbn:
  - '9798400725128'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Order statistics in population protocols via simple dynamics
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
OA_place: publisher
OA_type: gold
_id: '22367'
abstract:
- lang: eng
  text: "We study the Undecided-State Dynamics (USD), a fundamental consensus process
    in which each vertex holds one of k decided opinions or the undecided state. We
    consider both the gossip model and the population protocol model. Prior work established
    tight bounds on the consensus time of this process only for the regime \r\nk\r\n=\r\nO\r\n(\r\nn\r\n/\r\n(\r\nlog\r\n⁡\r\nn\r\n)\r\n2\r\n)\r\n
    (for the population protocol model) and k = O((n/log n)1/3) (for the gossip model),
    often under restrictive assumptions on the initial configuration.\r\nIn this paper,
    we obtain the first consensus-time guarantees for USD that hold for arbitrary
    2 ≤ k ≤ n and for arbitrary initial configurations in both the gossip model and
    the population protocol model. In the gossip model, USD reaches consensus within
    \r\nO\r\n~\r\n(\r\nmin\r\n{\r\nk\r\n,\r\nn\r\n}\r\n)\r\n synchronous rounds with
    probability 1 - p⊥ - n-c, where p⊥ is the gossip-specific probability of collapsing
    to the all-undecided state in the first round. In the population protocol model,
    USD reaches consensus within \r\nO\r\n~\r\n(\r\nmin\r\n{\r\nk\r\nn\r\n,\r\nn\r\n3\r\n/\r\n2\r\n}\r\n)\r\n
    asynchronous interactions with high probability. We also present lower bounds
    that match the upper bounds up to polylogarithmic factors for a specific initial
    configuration and show that our upper bounds are essentially optimal."
acknowledgement: "Nobutaka Shimizu is supported by JSPS KAKENHI Grant Number\r\n23K16837.
  Takeharu Shiraga is supported by JSPS KAKENHI Grant\r\nNumber 23K16840, and JST
  CRONOS Grant Number JPMJCS24K2.\r\nColin Cooper is supported by a Mercator Fellowship
  from DFG\r\nProject 491453517 at the University of Hamburg. We thank the\r\nanonymous
  reviewers for their helpful comments and suggestions."
article_processing_charge: No
arxiv: 1
author:
- first_name: Colin
  full_name: Cooper, Colin
  last_name: Cooper
- first_name: Frederik
  full_name: Mallmann-Trenn, Frederik
  id: 68748c44-84d5-11f1-b4f6-ca083374e553
  last_name: Mallmann-Trenn
- first_name: Tomasz
  full_name: Radzik, Tomasz
  last_name: Radzik
- first_name: Nobutaka
  full_name: Shimizu, Nobutaka
  last_name: Shimizu
- first_name: Takeharu
  full_name: Shiraga, Takeharu
  last_name: Shiraga
citation:
  ama: 'Cooper C, Mallmann-Trenn F, Radzik T, Shimizu N, Shiraga T. Undecided state
    dynamics with many opinions. In: <i>Proceedings of the Annual ACM Symposium on
    Principles of Distributed Computing</i>. Association for Computing Machinery;
    2026:77-87. doi:<a href="https://doi.org/10.1145/3796701.3815920">10.1145/3796701.3815920</a>'
  apa: 'Cooper, C., Mallmann-Trenn, F., Radzik, T., Shimizu, N., &#38; Shiraga, T.
    (2026). Undecided state dynamics with many opinions. In <i>Proceedings of the
    Annual ACM Symposium on Principles of Distributed Computing</i> (pp. 77–87). Egham,
    United Kingdom: Association for Computing Machinery. <a href="https://doi.org/10.1145/3796701.3815920">https://doi.org/10.1145/3796701.3815920</a>'
  chicago: Cooper, Colin, Frederik Mallmann-Trenn, Tomasz Radzik, Nobutaka Shimizu,
    and Takeharu Shiraga. “Undecided State Dynamics with Many Opinions.” In <i>Proceedings
    of the Annual ACM Symposium on Principles of Distributed Computing</i>, 77–87.
    Association for Computing Machinery, 2026. <a href="https://doi.org/10.1145/3796701.3815920">https://doi.org/10.1145/3796701.3815920</a>.
  ieee: C. Cooper, F. Mallmann-Trenn, T. Radzik, N. Shimizu, and T. Shiraga, “Undecided
    state dynamics with many opinions,” in <i>Proceedings of the Annual ACM Symposium
    on Principles of Distributed Computing</i>, Egham, United Kingdom, 2026, pp. 77–87.
  ista: 'Cooper C, Mallmann-Trenn F, Radzik T, Shimizu N, Shiraga T. 2026. Undecided
    state dynamics with many opinions. Proceedings of the Annual ACM Symposium on
    Principles of Distributed Computing. PODC: Symposium on Principles of Distributed
    Computing, 77–87.'
  mla: Cooper, Colin, et al. “Undecided State Dynamics with Many Opinions.” <i>Proceedings
    of the Annual ACM Symposium on Principles of Distributed Computing</i>, Association
    for Computing Machinery, 2026, pp. 77–87, doi:<a href="https://doi.org/10.1145/3796701.3815920">10.1145/3796701.3815920</a>.
  short: C. Cooper, F. Mallmann-Trenn, T. Radzik, N. Shimizu, T. Shiraga, in:, Proceedings
    of the Annual ACM Symposium on Principles of Distributed Computing, Association
    for Computing Machinery, 2026, pp. 77–87.
conference:
  end_date: 2026-07-10
  location: Egham, United Kingdom
  name: 'PODC: Symposium on Principles of Distributed Computing'
  start_date: 2026-07-06
corr_author: '1'
das_tickbox: '1'
date_created: 2026-07-19T22:01:47Z
date_published: 2026-07-01T00:00:00Z
date_updated: 2026-07-21T07:54:01Z
day: '01'
ddc:
- '000'
department:
- _id: MoHe
doi: 10.1145/3796701.3815920
external_id:
  arxiv:
  - '2603.02636'
file:
- access_level: open_access
  checksum: 9ada61feba1e93fd72867a5ba4ee8bb8
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-21T07:51:58Z
  date_updated: 2026-07-21T07:51:58Z
  file_id: '22380'
  file_name: 2026_ACMPODC_Cooper.pdf
  file_size: 709077
  relation: main_file
  success: 1
file_date_updated: 2026-07-21T07:51:58Z
has_accepted_license: '1'
keyword:
- consensus dynamics
- undecided state dynamics
- gossip model
- population protocol model
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 77-87
publication: Proceedings of the Annual ACM Symposium on Principles of Distributed
  Computing
publication_identifier:
  isbn:
  - '9798400725128'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Undecided state dynamics with many opinions
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
_id: '22370'
abstract:
- lang: eng
  text: We report a unified method for the synthesis of α-polyhalomethyl amines from
    alkenes and alkynes, enabled by readily available hemiaminal reagents. This operationally
    simple transformation allows for the introduction of not only well-established
    CF3 and CF2H groups, but also the synthetically (and medicinally) underexplored
    CF2Cl and CFClH motifs—thereby broadening access to previously inaccessible chemical
    space of halogenated amine scaffolds. The method displays broad substrate scope
    and functional-group tolerance while operating under mild conditions. Late-stage
    functionalization of drug-like derivatives of Oxaprozin, Erlotinib, and Ibuprofen
    (among others) is reported.
acknowledgement: "Funded by the European Union (ERC, C-HANCE, 101142915 to N.M.).
  Views and opinions expressed are, however, those of the author(s) only and do not
  necessarily reflect those of the European Union or the European Research Council.
  This research was funded in full or in part by the Austrian Science Fund (FWF, 10.55776/P37182
  to N.M.). The technical staff of the NMR Centre of the Faculty of Chemistry (University
  of Vienna) are acknowledged for crucial NMR measurements and expert advice with
  spectral analysis. The authors thank the Core Facility Crystal Structure Analysis
  (U. Vienna) for determination of the crystal structures. The authors are also grateful
  to the University of Vienna for its continued support of our research programs.\r\n\r\nOpen
  Access funding provided by Universität Wien."
article_number: e1233707
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Angela K.
  full_name: Hofmeister, Angela K.
  last_name: Hofmeister
- first_name: Giulia
  full_name: Iannelli, Giulia
  last_name: Iannelli
- first_name: Péter
  full_name: Angyal, Péter
  last_name: Angyal
- first_name: Augustin
  full_name: Malandain, Augustin
  last_name: Malandain
- first_name: Daniel
  full_name: Kaiser, Daniel
  last_name: Kaiser
- first_name: Boris
  full_name: Maryasin, Boris
  last_name: Maryasin
- first_name: Hanspeter
  full_name: Kählig, Hanspeter
  last_name: Kählig
- first_name: Matteo
  full_name: Barel, Matteo
  id: 8959927b-2236-11ed-bd6e-ea83d94ade0e
  last_name: Barel
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Nuno
  full_name: Maulide, Nuno
  last_name: Maulide
citation:
  ama: Hofmeister AK, Iannelli G, Angyal P, et al. Unified synthesis of unconventional
    α-polyhalogenated amines through hydroaminoalkylation. <i>Angewandte Chemie International
    Edition</i>. 2026. doi:<a href="https://doi.org/10.1002/anie.1233707">10.1002/anie.1233707</a>
  apa: Hofmeister, A. K., Iannelli, G., Angyal, P., Malandain, A., Kaiser, D., Maryasin,
    B., … Maulide, N. (2026). Unified synthesis of unconventional α-polyhalogenated
    amines through hydroaminoalkylation. <i>Angewandte Chemie International Edition</i>.
    Wiley. <a href="https://doi.org/10.1002/anie.1233707">https://doi.org/10.1002/anie.1233707</a>
  chicago: Hofmeister, Angela K., Giulia Iannelli, Péter Angyal, Augustin Malandain,
    Daniel Kaiser, Boris Maryasin, Hanspeter Kählig, Matteo Barel, Gaia Novarino,
    and Nuno Maulide. “Unified Synthesis of Unconventional α-Polyhalogenated Amines
    through Hydroaminoalkylation.” <i>Angewandte Chemie International Edition</i>.
    Wiley, 2026. <a href="https://doi.org/10.1002/anie.1233707">https://doi.org/10.1002/anie.1233707</a>.
  ieee: A. K. Hofmeister <i>et al.</i>, “Unified synthesis of unconventional α-polyhalogenated
    amines through hydroaminoalkylation,” <i>Angewandte Chemie International Edition</i>.
    Wiley, 2026.
  ista: Hofmeister AK, Iannelli G, Angyal P, Malandain A, Kaiser D, Maryasin B, Kählig
    H, Barel M, Novarino G, Maulide N. 2026. Unified synthesis of unconventional α-polyhalogenated
    amines through hydroaminoalkylation. Angewandte Chemie International Edition.,
    e1233707.
  mla: Hofmeister, Angela K., et al. “Unified Synthesis of Unconventional α-Polyhalogenated
    Amines through Hydroaminoalkylation.” <i>Angewandte Chemie International Edition</i>,
    e1233707, Wiley, 2026, doi:<a href="https://doi.org/10.1002/anie.1233707">10.1002/anie.1233707</a>.
  short: A.K. Hofmeister, G. Iannelli, P. Angyal, A. Malandain, D. Kaiser, B. Maryasin,
    H. Kählig, M. Barel, G. Novarino, N. Maulide, Angewandte Chemie International
    Edition (2026).
das_tickbox: '1'
dataavailabilitystatement: The data that supports the findings of this study are available
  in the supplementary material of this article.
date_created: 2026-07-19T22:01:48Z
date_published: 2026-07-10T00:00:00Z
date_updated: 2026-07-21T07:19:26Z
day: '10'
ddc:
- '570'
- '540'
department:
- _id: GaNo
- _id: GradSch
doi: 10.1002/anie.1233707
external_id:
  pmid:
  - '42429166'
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa_version: Published Version
pmid: 1
publication: Angewandte Chemie International Edition
publication_identifier:
  eissn:
  - 1521-3773
  issn:
  - 1433-7851
publication_status: epub_ahead
publisher: Wiley
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Unified synthesis of unconventional α-polyhalogenated amines through hydroaminoalkylation
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'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22323'
abstract:
- lang: eng
  text: Arrays of Josephson junctions can be tuned through anomalous metallic, quantum-critical,
    and insulating regimes. We introduce an alternative experimental probe, capturing
    microwave radiation across all three regimes, using a two-dimensional array of
    superconductor-semiconductor hybrid Josephson junctions as a model system. Our
    approach allows  calibration of the sample’s circuit parameters and provides isolation
    from measurement back-action effects. We measure the radiation temperature of
    the anomalous metal and find that it is hotter than both the quantum-critical
    and insulating regimes. We further show that the anomalous metallic regime is
    more susceptible to additional heating than other regimes, explaining its emergence
    in otherwise thermalized systems. Turning to the quantum-critical regime, we discover
    nonlinear scaling of radiative noise with applied bias, consistent with theoretical
    predictions of universal nonequilibrium behavior at quantum-critical points.
acknowledged_ssus:
- _id: M-Shop
- _id: NanoFab
acknowledgement: "We gratefully acknowledge feedback on the preprint\r\nfrom Charles
  Marcus, Vadim Khrapai, Joel Moore,\r\nAndrew Green, Shivaji Sondhi, Rufus Boyack,
  and\r\nLuca Delacr´etaz. This work was primarily supported by\r\nthe NOMIS foundation.
  This work was partially supported\r\nby the University of Chicago Materials Research
  Science\r\nand Engineering Center, which is funded by the National\r\nScience Foundation
  under Award No. DMR-2011854, and\r\nby the SFB Q-M&S funded by the Austrian Science
  Fund\r\n(FWF). We acknowledge technical support from the\r\nNanofabrication Facility
  and the MIBA machine shop at\r\nIST Austria."
article_number: '014031'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Kristen W
  full_name: Galvin, Kristen W
  id: 41737c86-5355-11ee-ae5a-d2146bfd0877
  last_name: Galvin
- first_name: Anton
  full_name: Bubis, Anton
  id: 1f6212b5-f795-11ec-9c0c-de4780302890
  last_name: Bubis
- first_name: Melissa
  full_name: Mikalsen, Melissa
  last_name: Mikalsen
- first_name: William F.
  full_name: Schiela, William F.
  last_name: Schiela
- first_name: Bassel H.
  full_name: Elfeky, Bassel H.
  last_name: Elfeky
- first_name: William M.
  full_name: Strickland, William M.
  last_name: Strickland
- first_name: Duc T
  full_name: Phan, Duc T
  id: 29C8C0B4-F248-11E8-B48F-1D18A9856A87
  last_name: Phan
- first_name: Javad
  full_name: Shabani, Javad
  last_name: Shabani
- first_name: Andrew P
  full_name: Higginbotham, Andrew P
  id: 4AD6785A-F248-11E8-B48F-1D18A9856A87
  last_name: Higginbotham
  orcid: 0000-0003-2607-2363
citation:
  ama: Léonard KW, Bubis A, Mikalsen M, et al. Microwave radiometry of a quantum-critical
    hybrid Josephson array. <i>Physical Review Applied</i>. 2026;26. doi:<a href="https://doi.org/10.1103/75bl-mm3b">10.1103/75bl-mm3b</a>
  apa: Léonard, K. W., Bubis, A., Mikalsen, M., Schiela, W. F., Elfeky, B. H., Strickland,
    W. M., … Higginbotham, A. P. (2026). Microwave radiometry of a quantum-critical
    hybrid Josephson array. <i>Physical Review Applied</i>. American Physical Society.
    <a href="https://doi.org/10.1103/75bl-mm3b">https://doi.org/10.1103/75bl-mm3b</a>
  chicago: Léonard, Kristen Williams, Anton Bubis, Melissa Mikalsen, William F. Schiela,
    Bassel H. Elfeky, William M. Strickland, Duc T Phan, Javad Shabani, and Andrew
    P Higginbotham. “Microwave Radiometry of a Quantum-Critical Hybrid Josephson Array.”
    <i>Physical Review Applied</i>. American Physical Society, 2026. <a href="https://doi.org/10.1103/75bl-mm3b">https://doi.org/10.1103/75bl-mm3b</a>.
  ieee: K. W. Léonard <i>et al.</i>, “Microwave radiometry of a quantum-critical hybrid
    Josephson array,” <i>Physical Review Applied</i>, vol. 26. American Physical Society,
    2026.
  ista: Léonard KW, Bubis A, Mikalsen M, Schiela WF, Elfeky BH, Strickland WM, Phan
    DT, Shabani J, Higginbotham AP. 2026. Microwave radiometry of a quantum-critical
    hybrid Josephson array. Physical Review Applied. 26, 014031.
  mla: Léonard, Kristen Williams, et al. “Microwave Radiometry of a Quantum-Critical
    Hybrid Josephson Array.” <i>Physical Review Applied</i>, vol. 26, 014031, American
    Physical Society, 2026, doi:<a href="https://doi.org/10.1103/75bl-mm3b">10.1103/75bl-mm3b</a>.
  short: K.W. Léonard, A. Bubis, M. Mikalsen, W.F. Schiela, B.H. Elfeky, W.M. Strickland,
    D.T. Phan, J. Shabani, A.P. Higginbotham, Physical Review Applied 26 (2026).
corr_author: '1'
dataavailabilitystatement: "The data that support the findings of this article are
  openly available under 10.5281/zenodo\r\n.19615009. "
date_created: 2026-07-14T05:35:24Z
date_published: 2026-07-10T00:00:00Z
date_updated: 2026-07-21T12:01:49Z
day: '10'
ddc:
- '530'
department:
- _id: GradSch
- _id: AnHi
- _id: GeKa
doi: 10.1103/75bl-mm3b
external_id:
  arxiv:
  - '2409.09835'
file:
- access_level: open_access
  checksum: d872ca35d9d2c7821642fda520be2c15
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-16T09:39:37Z
  date_updated: 2026-07-16T09:39:37Z
  file_id: '22350'
  file_name: 2026_PhysicalReviewApplied_Leonard.pdf
  file_size: 2750867
  relation: main_file
  success: 1
file_date_updated: 2026-07-16T09:39:37Z
has_accepted_license: '1'
intvolume: '        26'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 34a66131-11ca-11ed-8bc3-a31681c6b03e
  grant_number: F8606
  name: 'Center for Correlated Quantum Materials and Solid State Quantum Systems:
    Conventional  and unconventional topological superconductors'
publication: Physical Review Applied
publication_identifier:
  issn:
  - 2331-7019
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: no
title: Microwave radiometry of a quantum-critical hybrid Josephson array
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: 26
year: '2026'
...
---
OA_place: publisher
OA_type: diamond
PlanS_conform: '1'
_id: '22381'
abstract:
- lang: eng
  text: "Context. X-ray binaries exhibit complex variability patterns studied in the
    power spectrum. These include the broadband noise (BBN)\r\ncomponents and various
    types of narrow components called quasi-periodic oscillations (QPOs). There is
    currently no consensus about\r\nwhat determines the presence or absence of the
    BBN or what generates the QPOs. Many believe that QPO generation is due to framedragging
    effects caused by Lense–Thirring torques.\r\nAims. We investigated the potential
    impact of frame-dragging effects on the accretion disk itself. In particular,
    we focused on its\r\nimpact on the observed variability and on the presence (and
    types) of associated QPOs.\r\nMethods. We made analytical estimates to assess
    the potential presence of a geometric warp in the inner accretion disk during
    state\r\ntransitions.\r\nResults. We show that the presence of a warp can modify
    the spectral-timing properties in a way that matches the observed transition\r\nbetween
    QPO types during outbursts. We also discuss the peculiar case of Cyg X-1, as well
    as how the hard-to-soft transition could\r\nbe driven by the warp itself.\r\nConclusions.
    The (expected) emergence of a warp provides a consistent explanation for the evolution
    of both the BBN and the QPO\r\nproperties during state transitions. This offers
    a first path toward unifying the variability of black hole X-ray binaries."
acknowledgement: "GM acknowledges support from the Polish National Science Center
  grant 2023/48/Q/ST9/00138 and the Academy of Finland grant 355672. The authors thank
  the Editor for their insightful comments and effective stewardship of the review
  process. SGDT acknowledges support under\r\nSTFC Grant ST/X001113/1. This work made
  use of the python packages\r\nMatplotlib (Hunter 2007), NumPy (Harris et al. 2020),
  and Stingray v2.2\r\n(Huppenkothen et al. 2019; Bachetti et al. 2024b,a)."
article_number: A387
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: G.
  full_name: Marcel, G.
  last_name: Marcel
- first_name: S. G. D.
  full_name: Turner, S. G. D.
  last_name: Turner
- first_name: B. J.
  full_name: Ricketts, B. J.
  last_name: Ricketts
- first_name: V.
  full_name: López-Barquero, V.
  last_name: López-Barquero
- first_name: D. J. K.
  full_name: Buisson, D. J. K.
  last_name: Buisson
- first_name: F.
  full_name: Vincentelli, F.
  last_name: Vincentelli
- first_name: M.
  full_name: Middleton, M.
  last_name: Middleton
- first_name: C.S.
  full_name: Reynolds, C.S.
  last_name: Reynolds
- first_name: Mark
  full_name: Avara, Mark
  id: 24edc561-7790-11f0-acf5-82cd0823fe7e
  last_name: Avara
citation:
  ama: 'Marcel G, Turner SGD, Ricketts BJ, et al. Disk warping and black hole X-ray
    binaries: I. Tentative unification of low-frequency quasi-periodic oscillations.
    <i>Astronomy &#38; Astrophysics</i>. 2026;710. doi:<a href="https://doi.org/10.1051/0004-6361/202558103">10.1051/0004-6361/202558103</a>'
  apa: 'Marcel, G., Turner, S. G. D., Ricketts, B. J., López-Barquero, V., Buisson,
    D. J. K., Vincentelli, F., … Avara, M. (2026). Disk warping and black hole X-ray
    binaries: I. Tentative unification of low-frequency quasi-periodic oscillations.
    <i>Astronomy &#38; Astrophysics</i>. EDP Sciences. <a href="https://doi.org/10.1051/0004-6361/202558103">https://doi.org/10.1051/0004-6361/202558103</a>'
  chicago: 'Marcel, G., S. G. D. Turner, B. J. Ricketts, V. López-Barquero, D. J.
    K. Buisson, F. Vincentelli, M. Middleton, C.S. Reynolds, and Mark Avara. “Disk
    Warping and Black Hole X-Ray Binaries: I. Tentative Unification of Low-Frequency
    Quasi-Periodic Oscillations.” <i>Astronomy &#38; Astrophysics</i>. EDP Sciences,
    2026. <a href="https://doi.org/10.1051/0004-6361/202558103">https://doi.org/10.1051/0004-6361/202558103</a>.'
  ieee: 'G. Marcel <i>et al.</i>, “Disk warping and black hole X-ray binaries: I.
    Tentative unification of low-frequency quasi-periodic oscillations,” <i>Astronomy
    &#38; Astrophysics</i>, vol. 710. EDP Sciences, 2026.'
  ista: 'Marcel G, Turner SGD, Ricketts BJ, López-Barquero V, Buisson DJK, Vincentelli
    F, Middleton M, Reynolds CS, Avara M. 2026. Disk warping and black hole X-ray
    binaries: I. Tentative unification of low-frequency quasi-periodic oscillations.
    Astronomy &#38; Astrophysics. 710, A387.'
  mla: 'Marcel, G., et al. “Disk Warping and Black Hole X-Ray Binaries: I. Tentative
    Unification of Low-Frequency Quasi-Periodic Oscillations.” <i>Astronomy &#38;
    Astrophysics</i>, vol. 710, A387, EDP Sciences, 2026, doi:<a href="https://doi.org/10.1051/0004-6361/202558103">10.1051/0004-6361/202558103</a>.'
  short: G. Marcel, S.G.D. Turner, B.J. Ricketts, V. López-Barquero, D.J.K. Buisson,
    F. Vincentelli, M. Middleton, C.S. Reynolds, M. Avara, Astronomy &#38; Astrophysics
    710 (2026).
das_tickbox: '0'
date_created: 2026-07-21T10:29:36Z
date_published: 2026-06-01T00:00:00Z
date_updated: 2026-07-21T12:22:52Z
day: '01'
ddc:
- '520'
department:
- _id: ZoHa
doi: 10.1051/0004-6361/202558103
external_id:
  arxiv:
  - '2511.10474'
file:
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  date_created: 2026-07-21T12:20:49Z
  date_updated: 2026-07-21T12:20:49Z
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file_date_updated: 2026-07-21T12:20:49Z
has_accepted_license: '1'
intvolume: '       710'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
publication: Astronomy & Astrophysics
publication_identifier:
  eissn:
  - 1432-0746
  issn:
  - 0004-6361
publication_status: published
publisher: EDP Sciences
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: 'Disk warping and black hole X-ray binaries: I. Tentative unification of low-frequency
  quasi-periodic oscillations'
tmp:
  image: /images/cc_by.png
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  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 710
year: '2026'
...
---
OA_place: publisher
OA_type: gold
_id: '22321'
abstract:
- lang: eng
  text: 'Runtime fairness is not a one-time constraint but a dynamic property evaluated
    over a sequence of decisions. To ensure fairness at runtime, it is necessary to
    account for past decisions, information neglected by conventional, static classifiers.
    Traditional fairness shields enforce runtime fairness abruptly, by intervening
    deterministically whenever a sequence of decisions violates the target for a running
    fairness measure. This motivates our main conceptual contribution: energy shields.
    An energy shield is a novel, lightweight, adaptive controller that monitors a
    sequence of decisions and intervenes probabilistically to ensure runtime fairness
    smoothly, by utilizing physics-inspired energy functions to nudge the sequence
    toward fairness: the more unfair the decisions, the stronger the nudging force
    becomes. This makes energy shields the first fairness shields to provide both
    short-term safety and long-term liveness guarantees. Safety ensures that the running
    fairness measure stays within a running target interval with high probability,
    and liveness ensures that the limit of the fairness measure lies within the limit
    target interval. Intuitively, the short-term specifies the tolerated fairness
    values and the long-term specifies the desired fairness values. We also provide
    a synthesis procedure for constructing the least intrusive energy shield for a
    given target specification, and demonstrate its efficiency experimentally. We
    evaluate our energy shields against existing fairness shields through the lens
    of short- and long-term fairness.'
acknowledgement: 'This work has been supported by the European Research Council under
  Grant No.: ERC-2020-AdG 101020093.'
article_processing_charge: Yes
arxiv: 1
author:
- first_name: Filip
  full_name: Cano Cordoba, Filip
  id: 708cad98-e86a-11ef-8098-bdae2d7c6af1
  last_name: Cano Cordoba
  orcid: 0000-0002-0783-904X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000-0002-2985-7724
- first_name: Konstantin
  full_name: Kueffner, Konstantin
  id: 8121a2d0-dc85-11ea-9058-af578f3b4515
  last_name: Kueffner
  orcid: 0000-0001-8974-2542
citation:
  ama: 'Cano Cordoba F, Henzinger TA, Kueffner K. Energy shields for fairness. In:
    <i>Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency</i>.
    Association for Computing Machinery; 2026:4243-4275. doi:<a href="https://doi.org/10.1145/3805689.3806807">10.1145/3805689.3806807</a>'
  apa: 'Cano Cordoba, F., Henzinger, T. A., &#38; Kueffner, K. (2026). Energy shields
    for fairness. In <i>Proceedings of the 2026 ACM Conference on Fairness, Accountability,
    and Transparency</i> (pp. 4243–4275). Montreal, Canada: Association for Computing
    Machinery. <a href="https://doi.org/10.1145/3805689.3806807">https://doi.org/10.1145/3805689.3806807</a>'
  chicago: Cano Cordoba, Filip, Thomas A Henzinger, and Konstantin Kueffner. “Energy
    Shields for Fairness.” In <i>Proceedings of the 2026 ACM Conference on Fairness,
    Accountability, and Transparency</i>, 4243–75. Association for Computing Machinery,
    2026. <a href="https://doi.org/10.1145/3805689.3806807">https://doi.org/10.1145/3805689.3806807</a>.
  ieee: F. Cano Cordoba, T. A. Henzinger, and K. Kueffner, “Energy shields for fairness,”
    in <i>Proceedings of the 2026 ACM Conference on Fairness, Accountability, and
    Transparency</i>, Montreal, Canada, 2026, pp. 4243–4275.
  ista: 'Cano Cordoba F, Henzinger TA, Kueffner K. 2026. Energy shields for fairness.
    Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency.
    FAccT: Conference on Fairness, Accountability and Transparency, 4243–4275.'
  mla: Cano Cordoba, Filip, et al. “Energy Shields for Fairness.” <i>Proceedings of
    the 2026 ACM Conference on Fairness, Accountability, and Transparency</i>, Association
    for Computing Machinery, 2026, pp. 4243–75, doi:<a href="https://doi.org/10.1145/3805689.3806807">10.1145/3805689.3806807</a>.
  short: F. Cano Cordoba, T.A. Henzinger, K. Kueffner, in:, Proceedings of the 2026
    ACM Conference on Fairness, Accountability, and Transparency, Association for
    Computing Machinery, 2026, pp. 4243–4275.
conference:
  end_date: 2026-06-28
  location: Montreal, Canada
  name: 'FAccT: Conference on Fairness, Accountability and Transparency'
  start_date: 2026-06-25
corr_author: '1'
das_tickbox: '0'
date_created: 2026-07-14T05:32:45Z
date_published: 2026-07-01T00:00:00Z
date_updated: 2026-07-22T06:15:56Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1145/3805689.3806807
ec_funded: 1
external_id:
  arxiv:
  - '2605.24926'
file:
- access_level: open_access
  checksum: 21e648ea3b529f0df7545ad4b31b0ef4
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-16T09:23:15Z
  date_updated: 2026-07-16T09:23:15Z
  file_id: '22348'
  file_name: 2026_ACMFACCT_Cano.pdf
  file_size: 3129128
  relation: main_file
  success: 1
file_date_updated: 2026-07-16T09:23:15Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 4243 - 4275
project:
- _id: 62781420-2b32-11ec-9570-8d9b63373d4d
  call_identifier: H2020
  grant_number: '101020093'
  name: Vigilant Algorithmic Monitoring of Software
publication: Proceedings of the 2026 ACM Conference on Fairness, Accountability, and
  Transparency
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Energy shields for fairness
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '21995'
abstract:
- lang: eng
  text: On 26–28 September 2024, torrential rainfall struck Nepal during the late
    monsoon season, causing flooding, landslides and extensive damage. This study
    examined the multiscale processes contributing to this extreme precipitation event,
    focusing on intraseasonal oscillations, synoptic-scale circulations, and mesoscale
    cloud/precipitation systems. A quasi-biweekly intraseasonal oscillation dominated
    over South Asia during the event, featuring a monsoon low-pressure system over
    the Indian Peninsula and an anticyclone to its east, both propagating westward.
    The pressure gradient between them sustained strong southerly moisture transport
    toward the Himalayas, establishing a persistently humid environment and orographic
    lift along the southern slopes. In contrast to reports of previous extreme precipitation
    events in Nepal, the atmospheric circulation responsible for the 2024 event was
    primarily of tropical origin, with minimal influence from the midlatitudes. Characteristic
    mesoscale cloud/precipitation systems also developed around the Himalayas. The
    highest daily precipitation during the event was recorded on 27 September; stratiform
    systems with relatively modest storm top heights developed over the southern slopes,
    generating surface precipitation rates of > 100 mm h− 1 through warm-rain processes.
    Rain gauges across the glacierized basin (3500–5000 m asl) recorded exceptionally
    high daily and hourly precipitation rates, highlighting the extension of intense
    rainfall to unusually high elevations.
acknowledgement: 'This work was supported by the Japan Society for the Promotion of
  Science (JSPS) (KAKENHI Grants: 22H00176, 22H00033, 22H00037, and 23KK0064). It
  was partly supported by the 4th Research Announcement on the Earth Observations
  of the Japan Aerospace Exploration Agency (JAXA). It was partly carried out under
  the joint research program of Institute for Space–Earth Environmental Research,
  Nagoya University and as a joint research program with the Center for Environmental
  Remote Sensing (CEReS), Chiba University (CJ25-43, 2025). We thank James Buxton
  MSc and Tina Tin PhD from Edanz (https://jp.edanz.com/ac), for editing a draft of
  this manuscript. The Japan Society for the Promotion of Science (JSPS) supports
  this work (KAKENHI Grants: 22H00176, 22H00033, 22H00037, and 23KK0064).'
article_number: '27'
article_processing_charge: Yes
article_type: original
author:
- first_name: Hatsuki
  full_name: Fujinami, Hatsuki
  last_name: Fujinami
- first_name: Nobuhiro
  full_name: Takahashi, Nobuhiro
  last_name: Takahashi
- first_name: Hironari
  full_name: Kanamori, Hironari
  last_name: Kanamori
- first_name: Yota
  full_name: Sato, Yota
  id: daa9e17a-f2c2-11ef-b968-915e836dea45
  last_name: Sato
- first_name: Sojiro
  full_name: Sunako, Sojiro
  last_name: Sunako
- first_name: Masaya
  full_name: Kato, Masaya
  last_name: Kato
- first_name: Atsushi
  full_name: Higuchi, Atsushi
  last_name: Higuchi
- first_name: Indira
  full_name: Kadel, Indira
  last_name: Kadel
- first_name: Dibas
  full_name: Shrestha, Dibas
  last_name: Shrestha
- first_name: Rijan B.
  full_name: Kayastha, Rijan B.
  last_name: Kayastha
- first_name: Koji
  full_name: Fujita, Koji
  last_name: Fujita
citation:
  ama: Fujinami H, Takahashi N, Kanamori H, et al. Multiscale aspects of an extreme
    precipitation event over Nepal in September 2024. <i>Scientific Online Letters
    on the Atmosphere</i>. 2026;22. doi:<a href="https://doi.org/10.1007/s44393-026-00024-0">10.1007/s44393-026-00024-0</a>
  apa: Fujinami, H., Takahashi, N., Kanamori, H., Sato, Y., Sunako, S., Kato, M.,
    … Fujita, K. (2026). Multiscale aspects of an extreme precipitation event over
    Nepal in September 2024. <i>Scientific Online Letters on the Atmosphere</i>. Springer
    Nature. <a href="https://doi.org/10.1007/s44393-026-00024-0">https://doi.org/10.1007/s44393-026-00024-0</a>
  chicago: Fujinami, Hatsuki, Nobuhiro Takahashi, Hironari Kanamori, Yota Sato, Sojiro
    Sunako, Masaya Kato, Atsushi Higuchi, et al. “Multiscale Aspects of an Extreme
    Precipitation Event over Nepal in September 2024.” <i>Scientific Online Letters
    on the Atmosphere</i>. Springer Nature, 2026. <a href="https://doi.org/10.1007/s44393-026-00024-0">https://doi.org/10.1007/s44393-026-00024-0</a>.
  ieee: H. Fujinami <i>et al.</i>, “Multiscale aspects of an extreme precipitation
    event over Nepal in September 2024,” <i>Scientific Online Letters on the Atmosphere</i>,
    vol. 22. Springer Nature, 2026.
  ista: Fujinami H, Takahashi N, Kanamori H, Sato Y, Sunako S, Kato M, Higuchi A,
    Kadel I, Shrestha D, Kayastha RB, Fujita K. 2026. Multiscale aspects of an extreme
    precipitation event over Nepal in September 2024. Scientific Online Letters on
    the Atmosphere. 22, 27.
  mla: Fujinami, Hatsuki, et al. “Multiscale Aspects of an Extreme Precipitation Event
    over Nepal in September 2024.” <i>Scientific Online Letters on the Atmosphere</i>,
    vol. 22, 27, Springer Nature, 2026, doi:<a href="https://doi.org/10.1007/s44393-026-00024-0">10.1007/s44393-026-00024-0</a>.
  short: H. Fujinami, N. Takahashi, H. Kanamori, Y. Sato, S. Sunako, M. Kato, A. Higuchi,
    I. Kadel, D. Shrestha, R.B. Kayastha, K. Fujita, Scientific Online Letters on
    the Atmosphere 22 (2026).
das_tickbox: '1'
dataavailabilitystatement: Daily rainfall data across Nepal were obtained from the
  Department of Hydrology and Meteorology, Kathmandu, Nepal (https://dhm.gov.np/).
  Precipitation data from Pyramid observatory are available from [https://glacioclim.osug.fr/Donnees-du-Nepal-region-du-Khumbu](https:/glacioclim.osug.fr/Donnees-du-Nepal-region-du-Khumbu)
  . Precipitation data from rain gauges in Rolwaling valley are available from https://doi.org/10.5281/zenodo.18081206.
  NOAA’s Climate Prediction Center provided daily OLR data ( [https://psl.noaa.gov/data/gridded/data.cpc\_blended\_olr-2.5
  deg.html](https:/psl.noaa.gov/data/gridded/data.cpc_blended_olr-2.5 deg.html) ).
  We used infrared brightness temperature data from MSG2 (Meteosat 9)-IODC. The Center
  for Environmental Remote Sensing (CEReS), Chiba University, archived and provided
  the data (https://ceres.chiba-u.jp/en/ top-eng/). The GPM DPR products are available
  from the Japan Aerospace Exploration Agency (JAXA) G-Portal website ( [https://gportal.jaxa.jp/gpr/](https:/gportal.jaxa.jp/gpr)
  ). The ERA5 data are available from the Copernicus climate-change service (C3S)
  climate data store (https://doi.org/10.24381/cds.bd0915c6). GMTED2010 data are available
  from the US Geological Survey (https://topotools.cr.usgs.gov/gmted\_viewer/viewer.htm).
date_created: 2026-06-14T22:01:42Z
date_published: 2026-06-04T00:00:00Z
date_updated: 2026-07-22T06:14:16Z
day: '04'
ddc:
- '550'
department:
- _id: FrPe
doi: 10.1007/s44393-026-00024-0
file:
- access_level: open_access
  checksum: 19a217b038756abf44bc49939a01e33c
  content_type: application/pdf
  creator: dernst
  date_created: 2026-06-22T07:21:04Z
  date_updated: 2026-06-22T07:21:04Z
  file_id: '22109'
  file_name: 2026_SOLA_Fujinami.pdf
  file_size: 13308662
  relation: main_file
  success: 1
file_date_updated: 2026-06-22T07:21:04Z
has_accepted_license: '1'
intvolume: '        22'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
publication: Scientific Online Letters on the Atmosphere
publication_identifier:
  eissn:
  - 1349-6476
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Multiscale aspects of an extreme precipitation event over Nepal in September
  2024
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'
...
---
OA_place: publisher
_id: '21198'
abstract:
- lang: eng
  text: "In recent years there has been a massive increase in the amount of data generated
    in a\r\ndecentralized manner. Ever more powerful edge devices, such as smartphones,
    have become\r\nubiquitous in most societies on earth. Through text typed, photos
    taken and apps used,\r\nthese devices, which we refer to as clients, generate
    enormous amounts of high quality and\r\ncomplex data. Moreover, the nature of
    these devices means the data they generate is often\r\nsensitive and privacy concerns
    prevent it being gathered and stored in a central location. This\r\npresents a
    challenge to the modern machine learning paradigm that requires central access\r\nto
    large amounts of data. Federated learning (FL) has emerged as one of the answers
    to\r\nthis problem. Rather than bringing the data to the model, FL sends the model
    to the data.\r\nModel training takes place on device, with periodically synchronized
    updates, allowing data to\r\nremain locally stored. While this approach offers
    significant privacy advantages it comes with\r\nits own set of unique challenges.
    These include: data heterogeneity, the notion that different\r\ndevices generate
    data in distinct ways which can negatively impact training dynamics; systems\r\nheterogeneity,
    meaning that different devices may have differing hardware specifications; high\r\ncommunication
    costs, which are induced by the repeated transferring of models over the\r\nnetwork
    and low device computational power, which limits the use of larger models on device.\r\nIn
    this thesis we present a range of methods for federated learning. We focus primarily
    on\r\nthe challenge of data heterogeneity, though the methods presented are designed
    to be well\r\nadapted to the other challenges of a federated setting, such as
    the constraints of limited\r\ncompute and communication overhead. We first present
    a method for explicitly modeling client\r\ndata heterogeneity. The approach formulates
    clients as samples from a certain probability\r\ndistribution and infers the parameters
    of this distribution from the available training clients.\r\nThis learned distribution
    then represents the heterogeneity present among the clients and can\r\nbe sampled
    from in order to create new simulated clients that are similar to the real clients
    we\r\nhave observed so far. Following this we present two methods for directly
    dealing with data\r\nheterogeneity through personalization. Highly heterogeneous
    client data distributions can mean\r\nthat learning a single global model becomes
    suboptimal, and some form of personalization of\r\nmodels to each individual client
    is required. Our approaches are based around hypernetworks,\r\nwhich we use to
    generate personalized model parameters without the need for additional\r\ntraining
    or finetuning. In the first approach we focus on generating full parameterizations
    of\r\nclient models using learned embeddings of client data and labels, with a
    hypernetwork located\r\non the central server. In the second approach we address
    the more challenging scenario where\r\nwe want to generate a personalized model
    for a client without any label information. The\r\nhypernetwork is trained to
    generate a low dimensional representation of a client’s personalized\r\nmodel
    parameters, allowing it to be transferred to and run on the client devices. In
    our final\r\npresented method, we change our focus and rather than aim to directly
    address the challenge\r\nof data heterogeneity, we instead ensure we are unaffected
    by it. This is done in the context\r\nof k-means clustering and we present a method
    for federated clustering with a focus on added\r\nprivacy guarantees."
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "This research was funded in part by the Austrian Science Fund (FWF)\r\n[10.55776/COE12].
  Furthermore, the candidate acknowledges the support from the Scientific\r\nService
  Units (SSU) of ISTA through resources provided by Scientific Computing (SciComp)."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Jonathan A
  full_name: Scott, Jonathan A
  id: e499926b-f6e0-11ea-865d-9c63db0031e8
  last_name: Scott
citation:
  ama: Scott JA. Data heterogeneity and personalization in federated learning. 2026.
    doi:<a href="https://doi.org/10.15479/AT-ISTA-21198">10.15479/AT-ISTA-21198</a>
  apa: Scott, J. A. (2026). <i>Data heterogeneity and personalization in federated
    learning</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21198">https://doi.org/10.15479/AT-ISTA-21198</a>
  chicago: Scott, Jonathan A. “Data Heterogeneity and Personalization in Federated
    Learning.” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21198">https://doi.org/10.15479/AT-ISTA-21198</a>.
  ieee: J. A. Scott, “Data heterogeneity and personalization in federated learning,”
    Institute of Science and Technology Austria, 2026.
  ista: Scott JA. 2026. Data heterogeneity and personalization in federated learning.
    Institute of Science and Technology Austria.
  mla: Scott, Jonathan A. <i>Data Heterogeneity and Personalization in Federated Learning</i>.
    Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-21198">10.15479/AT-ISTA-21198</a>.
  short: J.A. Scott, Data Heterogeneity and Personalization in Federated Learning,
    Institute of Science and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-02-09T14:59:53Z
date_published: 2026-02-09T00:00:00Z
date_updated: 2026-07-22T06:34:27Z
day: '09'
ddc:
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degree_awarded: PhD
department:
- _id: GradSch
- _id: ChLa
doi: 10.15479/AT-ISTA-21198
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supervisor:
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  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
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title: Data heterogeneity and personalization in federated learning
type: dissertation
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...
