---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '22952'
abstract:
- lang: eng
  text: Mechanosensitive ion transport plays a central role in enabling living systems
    to perceive and adapt to their environment through the deformation of soft, embedded
    ion channels. In this work, we demonstrate that ion transport within a two-dimensional
    graphite nanoslit can be rationally engineered to achieve a bipolar, pressure-sensitive
    response without any structural deformation. The mechanosensitivity arises from
    the selective charging of one channel inlet, which acts as a reversible source
    of mobile charge carriers. These excess ions can then be advected in or out of
    the channel by the pressure-driven water flow, thereby modulating the ionic conductance.
    This mechanism is captured through a comprehensive electrohydrodynamic model that
    analytically accounts for coupled diffusion, convection, surface transport, diffusio-osmosis,
    and interfacial slippage, both inside and outside the nanoslit. The theoretical
    framework quantitatively reproduces the experimental data, showing that a simple
    surface charge pattern can give rise to complex, pressure-dependent conductance.
    These findings reveal how rich nonlinear couplings at the nanoscale can be harnessed
    to design adaptive, bioinspired nanofluidic systems, exemplified here by ionic
    pressure sensors.
acknowledgement: 'We acknowledge support from eRc project n-AQUA, grant agreement
  101071937. B.c. acknowledges support from the nOMiS Foundation. M.L. acknowledges
  support from theAlexander von humboldt foundation. Q.Y. acknowledges support from
  the Royal SocietyUniversity Research Fellowship URF\R1\221096 and UK Research and
  innovation Grant (eP/X017575/1). '
article_number: eaed4451
article_processing_charge: Yes
article_type: original
author:
- first_name: Mathieu
  full_name: Lizée, Mathieu
  last_name: Lizée
- first_name: Zhijia
  full_name: Zhang, Zhijia
  last_name: Zhang
- first_name: Baptiste
  full_name: Coquinot, Baptiste
  id: f8417bd4-f599-11ee-a482-b927e3ed1e8e
  last_name: Coquinot
  orcid: 0000-0001-5524-596X
- first_name: Qian
  full_name: Yang, Qian
  last_name: Yang
- first_name: Lydéric
  full_name: Bocquet, Lydéric
  last_name: Bocquet
citation:
  ama: Lizée M, Zhang Z, Coquinot B, Yang Q, Bocquet L. Architecting mechanosensitive
    nanofluidic transport in graphite nanoslits. <i>Science Advances</i>. 2026;12(31).
    doi:<a href="https://doi.org/10.1126/sciadv.aed4451">10.1126/sciadv.aed4451</a>
  apa: Lizée, M., Zhang, Z., Coquinot, B., Yang, Q., &#38; Bocquet, L. (2026). Architecting
    mechanosensitive nanofluidic transport in graphite nanoslits. <i>Science Advances</i>.
    AAAS. <a href="https://doi.org/10.1126/sciadv.aed4451">https://doi.org/10.1126/sciadv.aed4451</a>
  chicago: Lizée, Mathieu, Zhijia Zhang, Baptiste Coquinot, Qian Yang, and Lydéric
    Bocquet. “Architecting Mechanosensitive Nanofluidic Transport in Graphite Nanoslits.”
    <i>Science Advances</i>. AAAS, 2026. <a href="https://doi.org/10.1126/sciadv.aed4451">https://doi.org/10.1126/sciadv.aed4451</a>.
  ieee: M. Lizée, Z. Zhang, B. Coquinot, Q. Yang, and L. Bocquet, “Architecting mechanosensitive
    nanofluidic transport in graphite nanoslits,” <i>Science Advances</i>, vol. 12,
    no. 31. AAAS, 2026.
  ista: Lizée M, Zhang Z, Coquinot B, Yang Q, Bocquet L. 2026. Architecting mechanosensitive
    nanofluidic transport in graphite nanoslits. Science Advances. 12(31), eaed4451.
  mla: Lizée, Mathieu, et al. “Architecting Mechanosensitive Nanofluidic Transport
    in Graphite Nanoslits.” <i>Science Advances</i>, vol. 12, no. 31, eaed4451, AAAS,
    2026, doi:<a href="https://doi.org/10.1126/sciadv.aed4451">10.1126/sciadv.aed4451</a>.
  short: M. Lizée, Z. Zhang, B. Coquinot, Q. Yang, L. Bocquet, Science Advances 12
    (2026).
das_tickbox: '1'
dataavailabilitystatement: All data needed to evaluate the conclusions in the paper
  are present in the paper and/or the Supplementary Materials. no new materials have
  been created for this work
date_created: 2026-09-17T11:05:47Z
date_published: 2026-07-01T00:00:00Z
date_updated: 2026-09-24T12:00:31Z
day: '01'
ddc:
- '530'
department:
- _id: MiLe
doi: 10.1126/sciadv.aed4451
external_id:
  pmid:
  - '42525771'
file:
- access_level: open_access
  checksum: ae3d6231ea5cea3a0014a6da2e8c8c30
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  date_created: 2026-09-24T10:46:31Z
  date_updated: 2026-09-24T10:46:31Z
  file_id: '22989'
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file_date_updated: 2026-09-24T10:46:31Z
fulldoi: https://doi.org/10.1126/sciadv.aed4451
has_accepted_license: '1'
intvolume: '        12'
issue: '31'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '07'
oa: 1
oa_version: Published Version
pmid: 1
publication: Science Advances
publication_identifier:
  eissn:
  - 2375-2548
publication_status: published
publisher: AAAS
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Architecting mechanosensitive nanofluidic transport in graphite nanoslits
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: 12
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22954'
abstract:
- lang: eng
  text: The aim of the present paper is to propose and study a dissipative variant
    of symplectic billiards within planar strictly convex domains. The associated
    billiard map is dissipative, thus it admits a compact invariant set, the so-called
    Birkhoff attractor. Its complexity depends on the rate of dissipation as well
    as on the geometry of the billiard table. We prove that (a) for strong dissipation,
    the Birkhoff attractor is a normally contracted graph over the zero section; (b)
    for mild dissipation, the Birkhoff attractor within a centrally symmetric domain
    is an indecomposable continuum whose restricted dynamics has positive topological
    entropy. We compare these results with those for dissipative Birkhoff billiards,
    studied in [15].
acknowledgement: Open access funding provided by Università degli Studi di Padova
  within the CRUI-CARE Agreement. A.F. is partially supported by the ANR project CoSyDy
  (ANR-CE40-0014), the ANR project GALS (ANR-23-CE40-0001) and PEPS project “Jeuns
  chercheurs et jeunes chercheuses” 2025. L.B. and O.B. have been partially supported
  by the PRIN project 2022FPZEES “Stability in Hamiltonian Dynamics and Beyond”.
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Luca
  full_name: Baracco, Luca
  last_name: Baracco
- first_name: Olga
  full_name: Bernardi, Olga
  last_name: Bernardi
- first_name: Anna
  full_name: Florio, Anna
  last_name: Florio
- first_name: Alessandra
  full_name: Nardi, Alessandra
  id: 3e9c89df-ff0c-11f0-9fd7-c11e36d36769
  last_name: Nardi
citation:
  ama: Baracco L, Bernardi O, Florio A, Nardi A. Birkhoff attractors for dissipative
    symplectic billiards. <i>Journal of Dynamics and Differential Equations</i>. 2026.
    doi:<a href="https://doi.org/10.1007/s10884-026-10528-9">10.1007/s10884-026-10528-9</a>
  apa: Baracco, L., Bernardi, O., Florio, A., &#38; Nardi, A. (2026). Birkhoff attractors
    for dissipative symplectic billiards. <i>Journal of Dynamics and Differential
    Equations</i>. Springer. <a href="https://doi.org/10.1007/s10884-026-10528-9">https://doi.org/10.1007/s10884-026-10528-9</a>
  chicago: Baracco, Luca, Olga Bernardi, Anna Florio, and Alessandra Nardi. “Birkhoff
    Attractors for Dissipative Symplectic Billiards.” <i>Journal of Dynamics and Differential
    Equations</i>. Springer, 2026. <a href="https://doi.org/10.1007/s10884-026-10528-9">https://doi.org/10.1007/s10884-026-10528-9</a>.
  ieee: L. Baracco, O. Bernardi, A. Florio, and A. Nardi, “Birkhoff attractors for
    dissipative symplectic billiards,” <i>Journal of Dynamics and Differential Equations</i>.
    Springer, 2026.
  ista: Baracco L, Bernardi O, Florio A, Nardi A. 2026. Birkhoff attractors for dissipative
    symplectic billiards. Journal of Dynamics and Differential Equations.
  mla: Baracco, Luca, et al. “Birkhoff Attractors for Dissipative Symplectic Billiards.”
    <i>Journal of Dynamics and Differential Equations</i>, Springer, 2026, doi:<a
    href="https://doi.org/10.1007/s10884-026-10528-9">10.1007/s10884-026-10528-9</a>.
  short: L. Baracco, O. Bernardi, A. Florio, A. Nardi, Journal of Dynamics and Differential
    Equations (2026).
das_tickbox: '0'
date_created: 2026-09-17T11:05:59Z
date_published: 2026-07-27T00:00:00Z
date_updated: 2026-09-24T12:26:26Z
day: '27'
ddc:
- '500'
department:
- _id: VaKa
doi: 10.1007/s10884-026-10528-9
external_id:
  arxiv:
  - '2509.13086'
fulldoi: https://doi.org/10.1007/s10884-026-10528-9
has_accepted_license: '1'
keyword:
- Dissipative symplectic billiard
- Birkhoff attractor
- Conformally symplectic twist map
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/s10884-026-10528-9
month: '07'
oa: 1
oa_version: Published Version
publication: Journal of Dynamics and Differential Equations
publication_identifier:
  eissn:
  - 1572-9222
  issn:
  - 1040-7294
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Birkhoff attractors for dissipative symplectic billiards
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: repository
OA_type: green
_id: '22953'
abstract:
- lang: eng
  text: We prove that any finitely smooth, axially symmetric, strictly convex domain
    with everywhere positive curvature and sufficiently close to an ellipse is area
    spectrally rigid. This means that any area-isospectral family of domains in this
    class is necessarily equi-affine. We use techniques, adapted to symplectic billiards,
    inspired by the paper of J. De Simoi, V. Kaloshin and Q. Wei [5].
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Luca
  full_name: Baracco, Luca
  last_name: Baracco
- first_name: Olga
  full_name: Bernardi, Olga
  last_name: Bernardi
- first_name: Alessandra
  full_name: Nardi, Alessandra
  id: 3e9c89df-ff0c-11f0-9fd7-c11e36d36769
  last_name: Nardi
citation:
  ama: Baracco L, Bernardi O, Nardi A. Area spectral rigidity for axially symmetric
    symplectic billiard tables. <i>Journal of Modern Dynamics</i>. 2026;22:469-488.
    doi:<a href="https://doi.org/10.3934/jmd.2026012">10.3934/jmd.2026012</a>
  apa: Baracco, L., Bernardi, O., &#38; Nardi, A. (2026). Area spectral rigidity for
    axially symmetric symplectic billiard tables. <i>Journal of Modern Dynamics</i>.
    American Institute of Mathematical Sciences. <a href="https://doi.org/10.3934/jmd.2026012">https://doi.org/10.3934/jmd.2026012</a>
  chicago: Baracco, Luca, Olga Bernardi, and Alessandra Nardi. “Area Spectral Rigidity
    for Axially Symmetric Symplectic Billiard Tables.” <i>Journal of Modern Dynamics</i>.
    American Institute of Mathematical Sciences, 2026. <a href="https://doi.org/10.3934/jmd.2026012">https://doi.org/10.3934/jmd.2026012</a>.
  ieee: L. Baracco, O. Bernardi, and A. Nardi, “Area spectral rigidity for axially
    symmetric symplectic billiard tables,” <i>Journal of Modern Dynamics</i>, vol.
    22. American Institute of Mathematical Sciences, pp. 469–488, 2026.
  ista: Baracco L, Bernardi O, Nardi A. 2026. Area spectral rigidity for axially symmetric
    symplectic billiard tables. Journal of Modern Dynamics. 22, 469–488.
  mla: Baracco, Luca, et al. “Area Spectral Rigidity for Axially Symmetric Symplectic
    Billiard Tables.” <i>Journal of Modern Dynamics</i>, vol. 22, American Institute
    of Mathematical Sciences, 2026, pp. 469–88, doi:<a href="https://doi.org/10.3934/jmd.2026012">10.3934/jmd.2026012</a>.
  short: L. Baracco, O. Bernardi, A. Nardi, Journal of Modern Dynamics 22 (2026) 469–488.
corr_author: '1'
das_tickbox: '0'
date_created: 2026-09-17T11:05:53Z
date_published: 2026-07-24T00:00:00Z
date_updated: 2026-09-24T12:12:44Z
day: '24'
department:
- _id: VaKa
doi: 10.3934/jmd.2026012
external_id:
  arxiv:
  - '2410.12644'
fulldoi: https://doi.org/10.3934/jmd.2026012
intvolume: '        22'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2410.12644
mathsc:
- 37D50
- 53C24
- 58J53
month: '07'
oa: 1
oa_version: Preprint
page: 469-488
publication: Journal of Modern Dynamics
publication_identifier:
  eissn:
  - 1930-532X
  issn:
  - 1930-5311
publication_status: published
publisher: American Institute of Mathematical Sciences
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Area spectral rigidity for axially symmetric symplectic billiard tables
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 22
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
_id: '22956'
abstract:
- lang: eng
  text: Tissue regeneration requires de novo patterning, which has been proposed to
    be facilitated by cellular heterogeneity. Yet how such heterogeneities are integrated
    with the mechanochemical state of the tissue and stabilized at the chromatin level
    into stable, spatially organized fates remains poorly understood. Using in vivo
    mouse intestinal regeneration models and organoids, we identify a critical density
    regime that produces a permissive window for heterogeneity in the mechanosensor
    Yes-associated protein 1 (YAP1). We show that YAP1 heterogeneity is coupled to
    lineage-biased chromatin accessibility and is decoded through FOXA1, which integrates
    the permissive chromatin state to Delta-Notch supracellular feedback and lineage
    commitment. This circuit generates fate bistability and preserves a memory of
    transient YAP1 activity, thereby maintaining spatial patterning as tissues return
    to homeostasis after injury. Together, our findings establish a multiscale framework
    in which tissue-scale mechanics tune single-cell competence and, through FOXA1-mediated
    bistability, convert transient heterogeneity into stable and self-organized tissue
    architecture.
acknowledgement: We thank the Liberali group, M. Verbeek, and C. Soneson for fruitful
  discussions; E. Tagliavini for IT support; J. Lüthi for Fractal support; H. Köhler
  for FACS sorting; T.O. Buchholz for help on cell segmentation; B. Treutlein and
  A. Xavier da Silveira dos Santos for help with library preparation of single-cell
  ATAC-seq; M. Garioni for help with mouse salivary organoids; M. Kahnwald for help
  with human intestinal organoids; M. Lütolf, M. Nikolaev, and O. Mitrofanova for
  providing material and initial training for microwell experiments; J. Tchorz and
  V. Orsini for intestinal tissue sections of the YAP1 activator experiment in homeostasis;
  R. Kageyama for DLL1-Venus-T2A-mCherry mice; J.-F. Spetz for technical assistance;
  C. Lambert and N. Accart for help with sample preparation; Claudia Flandoli for
  graphic design of schemes; and Zuzana Nascakova for the graphical abstract. We thank
  the Foundation Hubrecht Organoid Technology (now Foundation Hubrecht Organoid Biobank,
  https://www.hubrechtorganoidbiobank.org/) for the duodenal organoid line used in
  this study (HUB-04-A2-001). We thank C.P. Heisenberg, M. Lütolf, C. Tsiairis, J.
  Zaugg, G. D’Angelo, L. Giorgetti, S. Arber, and the Liberali group for reading the
  manuscript. C.S. was supported by the European Molecular Biology Organization (Postdoctoral
  Fellowship ALTF 660-2020) and the Human Frontier Science Program (HFSP) LT000746/2021-L.
  D.B.B. was supported by the NOMIS Foundation as a NOMIS fellow, an EMBO Postdoctoral
  Fellowship (ALTF 343-2022), and the Austrian Academy of Sciences through an APART-MINT
  Fellowship. B.S. was supported by the Francis Crick Institute, which receives its
  core funding from Cancer Research UK, the UK Medical Research Council, and the Wellcome
  Trust (FC001159). This work received funding from ERC to E.H. (grant number 851288)
  and to P.L. (grant number 758617) and from SNSF (310030_208162 and SNSF ERC TMCG-3_223263).
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Cornelia
  full_name: Schwayer, Cornelia
  id: 3436488C-F248-11E8-B48F-1D18A9856A87
  last_name: Schwayer
  orcid: 0000-0001-5130-2226
- first_name: Silvia
  full_name: Barbiero, Silvia
  last_name: Barbiero
- first_name: David
  full_name: Brückner, David
  id: e1e86031-6537-11eb-953a-f7ab92be508d
  last_name: Brückner
  orcid: 0000-0001-7205-2975
- first_name: Koen C.
  full_name: Oost, Koen C.
  last_name: Oost
- first_name: Clara
  full_name: Baader, Clara
  last_name: Baader
- first_name: Nicole A.
  full_name: Repina, Nicole A.
  last_name: Repina
- first_name: Jinse
  full_name: Kim, Jinse
  last_name: Kim
- first_name: Oscar E.
  full_name: Diaz, Oscar E.
  last_name: Diaz
- first_name: Isa
  full_name: Uccelli, Isa
  last_name: Uccelli
- first_name: Laura
  full_name: Capolupo, Laura
  last_name: Capolupo
- first_name: Ludivine Challet
  full_name: Meylan, Ludivine Challet
  last_name: Meylan
- first_name: Veronique
  full_name: Kalck, Veronique
  last_name: Kalck
- first_name: Franziska
  full_name: Moos, Franziska
  last_name: Moos
- first_name: Simon
  full_name: Suppinger, Simon
  last_name: Suppinger
- first_name: Qiutan
  full_name: Yang, Qiutan
  last_name: Yang
- first_name: Jakob
  full_name: Schnabl, Jakob
  last_name: Schnabl
- first_name: Umut
  full_name: Kilik, Umut
  last_name: Kilik
- first_name: Matthieu
  full_name: Bourdon, Matthieu
  last_name: Bourdon
- first_name: J. Gray
  full_name: Camp, J. Gray
  last_name: Camp
- first_name: Brigitta
  full_name: Stockinger, Brigitta
  last_name: Stockinger
- first_name: Alessandra
  full_name: Ferrari, Alessandra
  last_name: Ferrari
- first_name: Marc
  full_name: Bühler, Marc
  last_name: Bühler
- first_name: Michael B.
  full_name: Stadler, Michael B.
  last_name: Stadler
- first_name: Edouard B
  full_name: Hannezo, Edouard B
  id: 3A9DB764-F248-11E8-B48F-1D18A9856A87
  last_name: Hannezo
  orcid: 0000-0001-6005-1561
- first_name: Prisca
  full_name: Liberali, Prisca
  last_name: Liberali
citation:
  ama: Schwayer C, Barbiero S, Brückner D, et al. Multiscale integration of tissue
    and chromatin context converts cell heterogeneity into stable intestinal patterning.
    <i>Cell</i>. 2026;189(17):5266-5282.e17. doi:<a href="https://doi.org/10.1016/j.cell.2026.06.009">10.1016/j.cell.2026.06.009</a>
  apa: Schwayer, C., Barbiero, S., Brückner, D., Oost, K. C., Baader, C., Repina,
    N. A., … Liberali, P. (2026). Multiscale integration of tissue and chromatin context
    converts cell heterogeneity into stable intestinal patterning. <i>Cell</i>. Cell
    Press. <a href="https://doi.org/10.1016/j.cell.2026.06.009">https://doi.org/10.1016/j.cell.2026.06.009</a>
  chicago: Schwayer, Cornelia, Silvia Barbiero, David Brückner, Koen C. Oost, Clara
    Baader, Nicole A. Repina, Jinse Kim, et al. “Multiscale Integration of Tissue
    and Chromatin Context Converts Cell Heterogeneity into Stable Intestinal Patterning.”
    <i>Cell</i>. Cell Press, 2026. <a href="https://doi.org/10.1016/j.cell.2026.06.009">https://doi.org/10.1016/j.cell.2026.06.009</a>.
  ieee: C. Schwayer <i>et al.</i>, “Multiscale integration of tissue and chromatin
    context converts cell heterogeneity into stable intestinal patterning,” <i>Cell</i>,
    vol. 189, no. 17. Cell Press, p. 5266–5282.e17, 2026.
  ista: Schwayer C, Barbiero S, Brückner D, Oost KC, Baader C, Repina NA, Kim J, Diaz
    OE, Uccelli I, Capolupo L, Meylan LC, Kalck V, Moos F, Suppinger S, Yang Q, Schnabl
    J, Kilik U, Bourdon M, Camp JG, Stockinger B, Ferrari A, Bühler M, Stadler MB,
    Hannezo EB, Liberali P. 2026. Multiscale integration of tissue and chromatin context
    converts cell heterogeneity into stable intestinal patterning. Cell. 189(17),
    5266–5282.e17.
  mla: Schwayer, Cornelia, et al. “Multiscale Integration of Tissue and Chromatin
    Context Converts Cell Heterogeneity into Stable Intestinal Patterning.” <i>Cell</i>,
    vol. 189, no. 17, Cell Press, 2026, p. 5266–5282.e17, doi:<a href="https://doi.org/10.1016/j.cell.2026.06.009">10.1016/j.cell.2026.06.009</a>.
  short: C. Schwayer, S. Barbiero, D. Brückner, K.C. Oost, C. Baader, N.A. Repina,
    J. Kim, O.E. Diaz, I. Uccelli, L. Capolupo, L.C. Meylan, V. Kalck, F. Moos, S.
    Suppinger, Q. Yang, J. Schnabl, U. Kilik, M. Bourdon, J.G. Camp, B. Stockinger,
    A. Ferrari, M. Bühler, M.B. Stadler, E.B. Hannezo, P. Liberali, Cell 189 (2026)
    5266–5282.e17.
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: "All sequencing data have been deposited at the Gene Expression
  Omnibus (GEO) under accession number GEO: GSE283662.\r\nAnalysis of imaging and
  sequencing data was developed in the Liberali lab and is available at https://github.com/LiberaliLab/symmetry-breaking-2026.
  Detailed information on the packages used is provided in the STAR Methods section.\r\nAny
  additional information required to reanalyze the data reported in this paper is
  available from the lead contact upon request."
date_created: 2026-09-17T11:06:12Z
date_published: 2026-08-20T00:00:00Z
date_updated: 2026-10-01T08:42:00Z
day: '20'
ddc:
- '570'
doi: 10.1016/j.cell.2026.06.009
ec_funded: 1
external_id:
  pmid:
  - '42379166'
file:
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  checksum: 3ff0f4f8be0e79940ba11b18af318ae3
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  creator: dernst
  date_created: 2026-10-01T08:34:11Z
  date_updated: 2026-10-01T08:34:11Z
  file_id: '23014'
  file_name: 2026_Cell_Schwayer.pdf
  file_size: 15536364
  relation: main_file
  success: 1
file_date_updated: 2026-10-01T08:34:11Z
fulldoi: https://doi.org/10.1016/j.cell.2026.06.009
has_accepted_license: '1'
intvolume: '       189'
issue: '17'
keyword:
- tissue patterning
- heterogeneity
- mechanics
- intestinal regeneration
- epigenetic competence
- multiscale integration
- modeling
- organoids
- image-based phenotyping
- Yap1
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/4.0/
month: '08'
oa: 1
oa_version: Published Version
page: 5266-5282.e17
pmid: 1
project:
- _id: 34e2a5b5-11ca-11ed-8bc3-b2265616ef0b
  grant_number: ALTF 343-2022
  name: A mechano-chemical theory for stem cell fate decisions in organoid development
- _id: 05943252-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '851288'
  name: Design Principles of Branching Morphogenesis
publication: Cell
publication_identifier:
  eissn:
  - 1097-4172
  issn:
  - 0092-8674
publication_status: published
publisher: Cell Press
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Multiscale integration of tissue and chromatin context converts cell heterogeneity
  into stable intestinal patterning
tmp:
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  short: CC BY-NC (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 189
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22957'
abstract:
- lang: eng
  text: Linguistic inequality remains a silent barrier in contemporary science, particularly
    in rapidly evolving and interdisciplinary fields such as bioinformatics. This
    article examines how the Spanish-speaking community has responded to this gap
    through the creation of the Simposio de Estudiantes Hispanohablantes de Bioinformática
    y Biología Computacional (SEH2Bioinfo), a collective initiative that transforms
    language into a tool for inclusion and collaboration. Drawing on a historical
    review of the use of Spanish in scientific communication and an analysis of the
    two editions of SEH2Bioinfo (2022 and 2025), complemented by surveys of more than
    1500 participants, we explore the effects of language on confidence, participation,
    and academic visibility. The findings show that Spanish can serve as a space for
    training and mentorship without compromising rigor, while simultaneously strengthening
    international networks and promoting open science. The growth of SEH2Bioinfo,
    its collaborative approach, and its intercontinental reach establish the symposium
    as a model for linguistic equity in scientific practice. Its experience demonstrates
    that expanding linguistic diversity in bioinformatics is not only possible but
    essential to building a global scientific community that is fairer, more connected,
    and representative.
acknowledgement: "We acknowledge the sponsors who made the SEH2Bioinfo possible, the
  organizers from the various Spanish-speaking RSGs, and\r\nthe collaborators who
  contributed to dissemination, logistics,\r\nand other essential tasks for its execution.
  G.J.O.-O. thanks the\r\nFONDECYT Postdoctoral Project No. 3250793 for financial
  support. G.J.O.-O. also expresses gratitude to Valentina Luza: “May\r\nher passion
  for science communication keep inspiring new generations, myself included, to infinity
  and beyond!” R.G.P.\r\nthanks the Argentinian public university education system
  as an\r\nelement of social ascendance and democratization of professional opportunities."
article_number: vbag182
article_processing_charge: Yes
article_type: original
author:
- first_name: Carla L
  full_name: Padilla Franzotti, Carla L
  last_name: Padilla Franzotti
- first_name: Gabriel J
  full_name: Olguín-Orellana, Gabriel J
  last_name: Olguín-Orellana
- first_name: Nicolas
  full_name: Palopoli, Nicolas
  last_name: Palopoli
- first_name: Sebastián
  full_name: Urquiza-Zurich, Sebastián
  last_name: Urquiza-Zurich
- first_name: Adrian
  full_name: Garcia-Moreno, Adrian
  last_name: Garcia-Moreno
- first_name: Sara
  full_name: Monzón, Sara
  last_name: Monzón
- first_name: Mónica
  full_name: Cabrera-Pasadas, Mónica
  last_name: Cabrera-Pasadas
- first_name: Irene
  full_name: Soler Sáez, Irene
  last_name: Soler Sáez
- first_name: Carla
  full_name: Perpiñá-Clérigues, Carla
  last_name: Perpiñá-Clérigues
- first_name: Rafael J
  full_name: Puche Quiñonez, Rafael J
  last_name: Puche Quiñonez
- first_name: Jennifer
  full_name: Vélez Segura, Jennifer
  last_name: Vélez Segura
- first_name: Jose Abel
  full_name: Lovaco-Flores, Jose Abel
  last_name: Lovaco-Flores
- first_name: Cleidy M
  full_name: Osorio Mogollón, Cleidy M
  last_name: Osorio Mogollón
- first_name: Eva M
  full_name: Esquinas-Román, Eva M
  last_name: Esquinas-Román
- first_name: Maria C
  full_name: Miserendino, Maria C
  id: 273e0cbd-72f0-11ef-b75a-f9f932e292fa
  last_name: Miserendino
- first_name: Pradeep
  full_name: Eranti, Pradeep
  last_name: Eranti
- first_name: Ana
  full_name: Castillo-Orozco, Ana
  last_name: Castillo-Orozco
- first_name: Yesid
  full_name: Cuesta-Astroz, Yesid
  last_name: Cuesta-Astroz
- first_name: R Gonzalo
  full_name: Parra, R Gonzalo
  last_name: Parra
citation:
  ama: 'Padilla Franzotti CL, Olguín-Orellana GJ, Palopoli N, et al. Bioinformatics
    in Español: Expanding open, diverse, and collaborative science through SEH2Bioinfo.
    <i>Bioinformatics Advances</i>. 2026;6(1). doi:<a href="https://doi.org/10.1093/bioadv/vbag182">10.1093/bioadv/vbag182</a>'
  apa: 'Padilla Franzotti, C. L., Olguín-Orellana, G. J., Palopoli, N., Urquiza-Zurich,
    S., Garcia-Moreno, A., Monzón, S., … Parra, R. G. (2026). Bioinformatics in Español:
    Expanding open, diverse, and collaborative science through SEH2Bioinfo. <i>Bioinformatics
    Advances</i>. Oxford University Press. <a href="https://doi.org/10.1093/bioadv/vbag182">https://doi.org/10.1093/bioadv/vbag182</a>'
  chicago: 'Padilla Franzotti, Carla L, Gabriel J Olguín-Orellana, Nicolas Palopoli,
    Sebastián Urquiza-Zurich, Adrian Garcia-Moreno, Sara Monzón, Mónica Cabrera-Pasadas,
    et al. “Bioinformatics in Español: Expanding Open, Diverse, and Collaborative
    Science through SEH2Bioinfo.” <i>Bioinformatics Advances</i>. Oxford University
    Press, 2026. <a href="https://doi.org/10.1093/bioadv/vbag182">https://doi.org/10.1093/bioadv/vbag182</a>.'
  ieee: 'C. L. Padilla Franzotti <i>et al.</i>, “Bioinformatics in Español: Expanding
    open, diverse, and collaborative science through SEH2Bioinfo,” <i>Bioinformatics
    Advances</i>, vol. 6, no. 1. Oxford University Press, 2026.'
  ista: 'Padilla Franzotti CL, Olguín-Orellana GJ, Palopoli N, Urquiza-Zurich S, Garcia-Moreno
    A, Monzón S, Cabrera-Pasadas M, Soler Sáez I, Perpiñá-Clérigues C, Puche Quiñonez
    RJ, Vélez Segura J, Lovaco-Flores JA, Osorio Mogollón CM, Esquinas-Román EM, Miserendino
    MC, Eranti P, Castillo-Orozco A, Cuesta-Astroz Y, Parra RG. 2026. Bioinformatics
    in Español: Expanding open, diverse, and collaborative science through SEH2Bioinfo.
    Bioinformatics Advances. 6(1), vbag182.'
  mla: 'Padilla Franzotti, Carla L., et al. “Bioinformatics in Español: Expanding
    Open, Diverse, and Collaborative Science through SEH2Bioinfo.” <i>Bioinformatics
    Advances</i>, vol. 6, no. 1, vbag182, Oxford University Press, 2026, doi:<a href="https://doi.org/10.1093/bioadv/vbag182">10.1093/bioadv/vbag182</a>.'
  short: C.L. Padilla Franzotti, G.J. Olguín-Orellana, N. Palopoli, S. Urquiza-Zurich,
    A. Garcia-Moreno, S. Monzón, M. Cabrera-Pasadas, I. Soler Sáez, C. Perpiñá-Clérigues,
    R.J. Puche Quiñonez, J. Vélez Segura, J.A. Lovaco-Flores, C.M. Osorio Mogollón,
    E.M. Esquinas-Román, M.C. Miserendino, P. Eranti, A. Castillo-Orozco, Y. Cuesta-Astroz,
    R.G. Parra, Bioinformatics Advances 6 (2026).
das_tickbox: '1'
dataavailabilitystatement: "The data underlying this article, including the abstract
  books for\r\nthe first and second editions of the SEH2Bioinfo symposia, are\r\navailable
  in Zenodo at https://doi.org/10.5281/zenodo.6603621\r\nand https://doi.org/10.5281/zenodo.1,54,46,570,
  respectively."
date_created: 2026-09-17T11:06:17Z
date_published: 2026-08-06T00:00:00Z
date_updated: 2026-10-01T08:59:32Z
day: '06'
ddc:
- '570'
department:
- _id: PaSc
- _id: GradSch
doi: 10.1093/bioadv/vbag182
external_id:
  pmid:
  - '42577783'
file:
- access_level: open_access
  checksum: 8885b0531a655103c46899b2f935b0db
  content_type: application/pdf
  creator: dernst
  date_created: 2026-10-01T08:55:00Z
  date_updated: 2026-10-01T08:55:00Z
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  file_size: 1359968
  relation: main_file
  success: 1
file_date_updated: 2026-10-01T08:55:00Z
fulldoi: https://doi.org/10.1093/bioadv/vbag182
has_accepted_license: '1'
intvolume: '         6'
issue: '1'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
pmid: 1
publication: Bioinformatics Advances
publication_identifier:
  eissn:
  - 2635-0041
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
related_material:
  link:
  - relation: erratum
    url: https://doi.org/10.1093/bioadv/vbag271
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: no
title: 'Bioinformatics in Español: Expanding open, diverse, and collaborative science
  through SEH2Bioinfo'
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: 6
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22958'
abstract:
- lang: eng
  text: "We propose a sensing scheme for detecting weak forces that achieves sensitivity
    scaling proportional to the number of individual sensors without relying on entanglement
    or other non-classical resources. Our scheme utilizes coherent averaging across
    a chain of \r\n optomechanical cavities, unidirectionally coupled via a laser
    beam. As the beam passes through the cavities, it accumulates phase shifts induced
    by a common external force acting on the mechanical elements. Remarkably, this
    fully classical approach achieves the sensitivity scaling typically associated
    with quantum-enhanced protocols, providing a robust and experimentally feasible
    route to precision sensing. Potential applications range from high-sensitivity
    gravitational field measurements at the Large Hadron Collider to probing dark
    matter interactions and detecting gravitational waves. This work opens a new pathway
    for leveraging coherent light-matter interactions for force sensing."
acknowledgement: 'We thank Germain Tobar, Navdeep Arya, Magdalena Zych, Teodor Strömberg
  and Onur Hosten for useful discussions. M M M acknowledges support from the Walter
  Benjamin Programme (Project Number 510053905) and from the Austrian Science Fund
  (FWF) [10.55776/COE1]. DB acknowledges funding by the EU EIC Pathfinder project
  QuCoM (101046973). D R acknowledges funding by the Federal Ministry of Education
  and Research of Germany in the project ‘Open6GHub’ (Grant Number: 16KISK016), financial
  support from EPSRC (Engineering & Physical Sciences Research Council, United Kingdom)
  Grant Number EP/X009467/1, and support by the Deutsche Forschungsgemeinschaft (DFG,
  German Research Foundation) under Germany’s Excellence Strategy—EXC-2123 QuantumFrontiers
  - 390837967.'
article_number: '084505'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Marta M
  full_name: Marchese, Marta M
  id: fdac3bd4-d1c1-11ef-aaa4-fad05dc21577
  last_name: Marchese
- first_name: Daniel
  full_name: Braun, Daniel
  last_name: Braun
- first_name: Stefan
  full_name: Nimmrichter, Stefan
  last_name: Nimmrichter
- first_name: Dennis
  full_name: Rätzel, Dennis
  last_name: Rätzel
citation:
  ama: Marchese MM, Braun D, Nimmrichter S, Rätzel D. Cascaded optomechanical sensing
    for small signals. <i>New Journal of Physics</i>. 2026;28(8). doi:<a href="https://doi.org/10.1088/1367-2630/ae8b16">10.1088/1367-2630/ae8b16</a>
  apa: Marchese, M. M., Braun, D., Nimmrichter, S., &#38; Rätzel, D. (2026). Cascaded
    optomechanical sensing for small signals. <i>New Journal of Physics</i>. IOP Publishing.
    <a href="https://doi.org/10.1088/1367-2630/ae8b16">https://doi.org/10.1088/1367-2630/ae8b16</a>
  chicago: Marchese, Marta M, Daniel Braun, Stefan Nimmrichter, and Dennis Rätzel.
    “Cascaded Optomechanical Sensing for Small Signals.” <i>New Journal of Physics</i>.
    IOP Publishing, 2026. <a href="https://doi.org/10.1088/1367-2630/ae8b16">https://doi.org/10.1088/1367-2630/ae8b16</a>.
  ieee: M. M. Marchese, D. Braun, S. Nimmrichter, and D. Rätzel, “Cascaded optomechanical
    sensing for small signals,” <i>New Journal of Physics</i>, vol. 28, no. 8. IOP
    Publishing, 2026.
  ista: Marchese MM, Braun D, Nimmrichter S, Rätzel D. 2026. Cascaded optomechanical
    sensing for small signals. New Journal of Physics. 28(8), 084505.
  mla: Marchese, Marta M., et al. “Cascaded Optomechanical Sensing for Small Signals.”
    <i>New Journal of Physics</i>, vol. 28, no. 8, 084505, IOP Publishing, 2026, doi:<a
    href="https://doi.org/10.1088/1367-2630/ae8b16">10.1088/1367-2630/ae8b16</a>.
  short: M.M. Marchese, D. Braun, S. Nimmrichter, D. Rätzel, New Journal of Physics
    28 (2026).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: All data that support the findings of this study are included
  within the article (and any supplementary files).
date_created: 2026-09-17T11:06:23Z
date_published: 2026-08-13T00:00:00Z
date_updated: 2026-10-01T09:19:39Z
day: '13'
ddc:
- '530'
department:
- _id: OnHo
doi: 10.1088/1367-2630/ae8b16
external_id:
  arxiv:
  - '2602.08981'
file:
- access_level: open_access
  checksum: b932d9f4bac1a2f6777e41d884b7b703
  content_type: application/pdf
  creator: dernst
  date_created: 2026-10-01T09:17:19Z
  date_updated: 2026-10-01T09:17:19Z
  file_id: '23018'
  file_name: 2026_NewJourPhysics_Marchese.pdf
  file_size: 799610
  relation: main_file
  success: 1
file_date_updated: 2026-10-01T09:17:19Z
fulldoi: https://doi.org/10.1088/1367-2630/ae8b16
has_accepted_license: '1'
intvolume: '        28'
issue: '8'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 3b79db15-b029-11f1-a721-dbd41d892ec2
  grant_number: COE01
  name: Quantum Science Austria (Hosten)
publication: New Journal of Physics
publication_identifier:
  eissn:
  - 1367-2630
publication_status: published
publisher: IOP Publishing
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Cascaded optomechanical sensing for small signals
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: 28
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
_id: '22959'
abstract:
- lang: eng
  text: 'With this status report, we aim to provide a timely snapshot of the protein
    engineering field as a broad and rapidly advancing discipline that integrates
    computational, molecular biology, structure-guided, evolutionary, and synthetic
    approaches to create new and improved proteins with tailored structures and useful
    functions. The report is organized into eight thematic areas spanning core methodologies
    and major application domains, including enzymes, therapeutics, detection, synthetic
    biology, and materials. Contributions from experts across these areas highlight
    both the historical foundations and recent advances in their respective fields,
    with particular emphasis on the growing influence of machine learning and artificial
    intelligence-based methods. Emerging from this broad overview is a central message:
    protein engineering appears to be entering a golden age, defined by a rapidly
    accelerating pace of progress, even as significant challenges in design, screening,
    and real-world application remain. Looking ahead, the continued integration of
    computational and experimental strategies is poised to further accelerate the
    impact of protein engineering across an expanding range of economically and societally
    important sectors, from therapeutics and molecular imaging to diagnostics, plastic
    recycling, and industrial chemistry.'
acknowledgement: "Research in the lab of H.A. is supported by the National Institutes
  of Health (R01EB033172, R01EB035430, and R01AG077773).\r\n\r\nResearch in the lab
  of F.H.A. is supported by the US Army Research Office cooperative agreement for
  the Institute for Collaborative Biotechnologies (W911NF-19-2-0026) and the US Department
  of Energy, Office of Science, Office of Basic Energy Sciences (DE-SC0021141). This
  report was prepared as an account of work sponsored by an agency of the US Government.
  Neither the US Government nor any agency thereof, nor any of their employees, makes
  any warranty, express or implied, or assumes any legal liability or responsibility
  for the accuracy, completeness, or usefulness of any information, apparatus, product,
  or process disclosed, or represents that its use would not infringe privately owned
  rights. Reference herein to any specific commercial product, process, or service
  by trade name, trademark, manufacturer, or otherwise does not necessarily constitute
  or imply its endorsement, recommendation, or favoring by the US Government or any
  agency thereof. The views and opinions of authors expressed herein do not necessarily
  state or reflect those of the US Government or any agency thereof.\r\n\r\nResearch
  in the lab of D.B. has been supported by National Institutes of Health (NIH) (R35-GM158123-01
  and R01-GM068462).\r\n\r\nResearch in the lab of H.B. is supported by grants from
  the Bill & Melinda Gates Foundation and Oxford Nanopore Technologies.\r\n\r\nResearch
  in the lab of R.E.C. is supported by grants from the Japan Society for the Promotion
  of Science (JSPS) (23K26794, 24H00489, and 24H02267), Japan Science and Technology
  Agency (JST) (JPMJCR25T3), the Mitsubishi Foundation, and the NIH (U01NS123658).\r\n\r\nResearch
  in the lab of P.C. is supported by grants from the Vidyasirimedhi Institute of Science
  and Technology (VISTEC), NSRF via the Program Management Unit for Human Resources
  & Institutional Development (PMU-B) Research and Innovation grant number B05F640089,
  and KasikornBank Public Company Limited.\r\n\r\nResearch in the lab of R.A.C. is
  supported by grants from the Natural Sciences and Engineering Research Council of
  Canada (RGPIN-2021-03484, RGPAS-2021-00017, and ALLRP-597074-24), the Human Frontier
  Science Program (RGP0004/2022) and the Canada Foundation for Innovation (26503 and
  42695). B.J.S. was supported by an NSERC Canada Graduate Research Scholarship.\r\n\r\nResearch
  in the lab of V.G.H.E. is supported by grants from the European Research Council,
  ERC (grant number 856446, CUBE), the Novo Nordisk Foundation (Emerging Investigator
  grant to A.V.; grant number 0061165) and the Research Council of Norway (grant numbers
  309558, Centre for Industrial Biotechnology, SFI-IB, and 257622, Bio4Fuels).\r\n\r\nThis
  project in the lab of R.F. was supported by Robert A. Welch Foundation (AT-0051-20221212),
  and the Cancer Prevention and Research Institute of Texas (grant RR230018).\r\n\r\nResearch
  in the lab of M.S.F. is supported by ETH Zurich and the Swiss National Science Foundation
  (SNSF) under grant number CR00I5-235927.\r\n\r\nThis project in the lab of J.J.G
  is supported by the NIH (R35 GM141881) and a National Science Foundation (NSF) Graduate
  Research Fellowship Program to M.C.\r\n\r\nRelated research in the lab of B.H. is
  supported by the German Research Foundation (DFG) Project Number 391977956—SFB 1357
  Microplastics, subproject C03 and by the European Union’s Horizon 2020 research
  and innovation programme under grant agreement No 951375 (ERC Synergy—ArtMotor).\r\n\r\nRelated
  work in the lab of S.C.L.K. is supported by the NSF under Grant No. 2414074. S.C.L.K.
  is the Georgia Research Alliance—Vasser Wooley Chair of Molecular Design at Georgia
  Tech.\r\n\r\nResearch in the lab of N.K. is supported by grants from the JSPS (24H02261).\r\n\r\nThis
  project in the lab of B.K. was supported by the NIH (R35 GM131923).\r\n\r\nResearch
  in the lab of R.E.K. on bispecific antibodies is supported by a grant from the Baden-Württemberg
  Stiftung and various industry collaborations. Past research was funded by the Deutsche
  Krebshilfe, the BMBF, and the Deutsche Forschungsgemeinschaft.\r\n\r\nResearch in
  the lab of R.D.L. (Protein Engineering and Structural Genomics group) is supported
  by grants from Brazilian National Research Council—CNPq (303833/2022-0, 307370/2025-9),
  the Oswaldo Cruz Fondation—Fiocruz (VPPIS-004-FIO-22, IAM-005-FIO-22, VPPCB-002-FIO25),
  and the Brazilian National Supercomputing Center—LNCC.\r\n\r\nChemical protein synthesis
  research in the lab of L.L. is supported by NSFC (22137005, 22227810, T2488301)
  and New Cornerstone Science Foundation.\r\n\r\nResearch in the lab of M.M.M. is
  supported by a Wellcome Trust/Royal Society Sir Henry Dale Fellowship (202250/Z/16/Z);
  the Biotechnology and Biological Sciences Research Council (BB/W015730/1) and a
  UKRI Postdoc Guarantee Fellowship (Horizon Europe Guarantee via EPSRC EP/Z000823/1
  to L.F.G).\r\n\r\nResearch in the lab of F.Z. is partially supported by the Natural
  Science Foundation of Shaanxi Province (2025SF-YBXM-421).\r\n\r\nResearch in the
  lab of J.K.N. is supported by the NIH (R35GM155044), Biohub, San Francisco, the
  Pew Charitable Trusts, The Vallee Foundation, The Shurl and Kay Curci Foundation,
  the Bakar Fellows Program, and a Sloan Research Fellowship. I.J.O. acknowledges
  support from a Gilliam Fellowship from the Howard Hughes Medical Institute.\r\n\r\nResearch
  in the lab of J.N.P. is supported by the Natural Science and Engineering Research
  Council of Canada (RGPIN-N-2018-04686) and the Canada Research Chair in Engineering
  of Applied Proteins (CRC-2020-00171). D.J.F. is supported by a fellowship from the
  Fonds de recherche du Québec.\r\n\r\nResearch in the lab of A.P. has been supported
  predominantly by grants from the SNSF, the European Union, the European Research
  Council, as well as by pre- and postdoctoral fellowships to the co-workers.\r\n\r\nResearch
  in the lab of Y.Q. is supported by a Horizon Europe Guarantee ERC Starting Grant
  (EP/Z000351/1) and a Biotechnology and Biological Sciences Research Council Research
  Grant (BB/W00349X/1).\r\n\r\nJ.C.R. acknowledges partial support from the SNSF Postdoc.Mobility
  (P500PN_214290). The author thanks Chenghao Liu and Jason Yang for fruitful discussions.\r\n\r\nResearch
  in the lab of S.S. is supported by a NWO-VIDI grant from the Netherlands Organization
  for Scientific Research (NWO, VI.Vidi.213.025) and the European Research Council,
  ERC (grant agreement number 101075934, ReCNNSTRCT).\r\n\r\nResearch in the lab of
  J.B.S. is supported by a Helmsley Charitable Trust grant and a Swim Across America
  grant.\r\n\r\nThis project in the lab of C.L.T. was supported by a grant from the
  National Institute of General Medical Sciences of the NIH (R35GM136367).\r\n\r\nResearch
  on ncAAs in the lab of J.A.V. is supported by a grant from the National Institute
  of General Medical Sciences of the NIH (R35GM133471) and a grant from the NSF (2339201).
  The content is solely the responsibility of the author and does not necessarily
  represent the official views of the NIH or the NSF.\r\n\r\nResearch in the lab of
  A.M.W is supported by an NIH Director’s New Innovator Award (DP2GM149548), a David
  and Lucille Packard Fellowship for Science and Engineering (2021-73007), an Ono
  Pharma Foundation Breakthrough Science Initiative Award (149802896), and the University
  of Wisconsin—Madison Department of Biochemistry.\r\n\r\nProjects in the lab of A.H-W.Y.
  are supported by NIH/NIBIB R00EB031913, UCSC startup/Innovation Catalyst Grant,
  and Chan Zuckerberg Initiative (2024-337820).\r\n\r\nResearch in the lab of J.Zhang
  is supported by NIH grants R35 CA197622, R01 DK073368, R01 DE030497, R01 HL162302,
  R01 CA262815, and RF1 MH126707.\r\n\r\nResearch in the lab of H. Z. is supported
  by the DOE Center for Advanced Bioenergy and Bioproducts Innovation (U.S. Department
  of Energy, Office of Science, Biological and Environmental Research Program under
  Award Number DE-SC0018420), National Science Foundation (NSF) (DBI-2400058, OISE-2435374,
  IIS-2435755, and CHE-2505932), and National Institutes of Health (NIH) (AI144967).
  Any opinions, findings, and conclusions or recommendations expressed in this material
  are those of the author(s) and do not necessarily reflect the views of the DOE,
  NSF or NIH.\r\n\r\nThe authors are grateful to the anonymous peer reviewers and
  to Anna Devor for inspiration and guidance for preparing this manuscript."
article_number: gzag020
article_processing_charge: No
article_type: review
author:
- first_name: Hui-wang
  full_name: Ai, Hui-wang
  last_name: Ai
- first_name: Frances H
  full_name: Arnold, Frances H
  last_name: Arnold
- first_name: Doug
  full_name: Barrick, Doug
  last_name: Barrick
- first_name: Hagan
  full_name: Bayley, Hagan
  last_name: Bayley
- first_name: Alfie-Louise R
  full_name: Brownless, Alfie-Louise R
  last_name: Brownless
- first_name: Robert E
  full_name: Campbell, Robert E
  last_name: Campbell
- first_name: Roger
  full_name: Castells-Graells, Roger
  last_name: Castells-Graells
- first_name: Pimchai
  full_name: Chaiyen, Pimchai
  last_name: Chaiyen
- first_name: Roberto A
  full_name: Chica, Roberto A
  last_name: Chica
- first_name: Lauren O
  full_name: Chisholm, Lauren O
  last_name: Chisholm
- first_name: Daniel
  full_name: Christ, Daniel
  last_name: Christ
- first_name: Guo-Chao
  full_name: Chu, Guo-Chao
  last_name: Chu
- first_name: Michael
  full_name: Chungyoun, Michael
  last_name: Chungyoun
- first_name: Vincent G H
  full_name: Eijsink, Vincent G H
  last_name: Eijsink
- first_name: Michael B
  full_name: Elowitz, Michael B
  last_name: Elowitz
- first_name: Douglas J
  full_name: Fansher, Douglas J
  last_name: Fansher
- first_name: Rudi
  full_name: Fasan, Rudi
  last_name: Fasan
- first_name: Gabriel
  full_name: Foley, Gabriel
  last_name: Foley
- first_name: Michelle S
  full_name: Frei, Michelle S
  last_name: Frei
- first_name: Andreas
  full_name: Gagsteiger, Andreas
  last_name: Gagsteiger
- first_name: Ruiyan
  full_name: Gao, Ruiyan
  last_name: Gao
- first_name: Elizabeth M J
  full_name: Gillam, Elizabeth M J
  last_name: Gillam
- first_name: Jeffrey J
  full_name: Gray, Jeffrey J
  last_name: Gray
- first_name: Luis F
  full_name: Guerra, Luis F
  last_name: Guerra
- first_name: Birte
  full_name: Höcker, Birte
  last_name: Höcker
- first_name: Zhiyang
  full_name: Jin, Zhiyang
  last_name: Jin
- first_name: Shina Caroline Lynn
  full_name: Kamerlin, Shina Caroline Lynn
  last_name: Kamerlin
- first_name: Nobuyasu
  full_name: Koga, Nobuyasu
  last_name: Koga
- first_name: Roland E
  full_name: Kontermann, Roland E
  last_name: Kontermann
- first_name: Brian
  full_name: Kuhlman, Brian
  last_name: Kuhlman
- first_name: Olivia A
  full_name: Langlois, Olivia A
  last_name: Langlois
- first_name: Dongyang
  full_name: Li, Dongyang
  last_name: Li
- first_name: Roberto D
  full_name: Lins, Roberto D
  last_name: Lins
- first_name: Chang C
  full_name: Liu, Chang C
  last_name: Liu
- first_name: Lei
  full_name: Liu, Lei
  last_name: Liu
- first_name: Diego
  full_name: López Barreiro, Diego
  last_name: López Barreiro
- first_name: Peilong
  full_name: Lu, Peilong
  last_name: Lu
- first_name: Sohum
  full_name: Mehta, Sohum
  last_name: Mehta
- first_name: Ikumi
  full_name: Miyazaki, Ikumi
  last_name: Miyazaki
- first_name: Manuel M
  full_name: Müller, Manuel M
  last_name: Müller
- first_name: Serge
  full_name: Muyldermans, Serge
  last_name: Muyldermans
- first_name: Naoto
  full_name: Nemoto, Naoto
  last_name: Nemoto
- first_name: Jeff
  full_name: Nivala, Jeff
  last_name: Nivala
- first_name: James K
  full_name: Nuñez, James K
  last_name: Nuñez
- first_name: Izaiah J
  full_name: Ornelas, Izaiah J
  last_name: Ornelas
- first_name: Joelle N
  full_name: Pelletier, Joelle N
  last_name: Pelletier
- first_name: Andreas
  full_name: Plückthun, Andreas
  last_name: Plückthun
- first_name: Owen T
  full_name: Porth, Owen T
  last_name: Porth
- first_name: Kridsadakorn
  full_name: Prakinee, Kridsadakorn
  last_name: Prakinee
- first_name: Yujia
  full_name: Qing, Yujia
  last_name: Qing
- first_name: Julia
  full_name: Reisenbauer, Julia
  id: 51d862e9-36ee-11f0-86d3-8534c85a5496
  last_name: Reisenbauer
- first_name: Sandy
  full_name: Schmidt, Sandy
  last_name: Schmidt
- first_name: Oliver
  full_name: Seifert, Oliver
  last_name: Seifert
- first_name: Mikhail G
  full_name: Shapiro, Mikhail G
  last_name: Shapiro
- first_name: Rachna
  full_name: Sharma, Rachna
  last_name: Sharma
- first_name: Nilmani
  full_name: Singh, Nilmani
  last_name: Singh
- first_name: Benjamin J
  full_name: Smith, Benjamin J
  last_name: Smith
- first_name: Jamie B
  full_name: Spangler, Jamie B
  last_name: Spangler
- first_name: Rie
  full_name: Tatsumi-Koga, Rie
  last_name: Tatsumi-Koga
- first_name: Takuya
  full_name: Terai, Takuya
  last_name: Terai
- first_name: Henrik
  full_name: Terholsen, Henrik
  last_name: Terholsen
- first_name: Mattias
  full_name: Tolhurst, Mattias
  last_name: Tolhurst
- first_name: Katherine W
  full_name: Tripp, Katherine W
  last_name: Tripp
- first_name: Vanessa Tanja
  full_name: Trossmann, Vanessa Tanja
  last_name: Trossmann
- first_name: Chandra L
  full_name: Tucker, Chandra L
  last_name: Tucker
- first_name: Onur
  full_name: Turak, Onur
  last_name: Turak
- first_name: James A
  full_name: Van Deventer, James A
  last_name: Van Deventer
- first_name: Anikó
  full_name: Várnai, Anikó
  last_name: Várnai
- first_name: Isabelle F T
  full_name: Viana, Isabelle F T
  last_name: Viana
- first_name: Amy M
  full_name: Weeks, Amy M
  last_name: Weeks
- first_name: K Dane
  full_name: Wittrup, K Dane
  last_name: Wittrup
- first_name: Kingsley L-J
  full_name: Wong, Kingsley L-J
  last_name: Wong
- first_name: Chenggang
  full_name: Xi, Chenggang
  last_name: Xi
- first_name: Todd O
  full_name: Yeates, Todd O
  last_name: Yeates
- first_name: Andy Hsien-Wei
  full_name: Yeh, Andy Hsien-Wei
  last_name: Yeh
- first_name: Jin
  full_name: Zhang, Jin
  last_name: Zhang
- first_name: Tiger S
  full_name: Zhang, Tiger S
  last_name: Zhang
- first_name: Huimin
  full_name: Zhao, Huimin
  last_name: Zhao
- first_name: Fang
  full_name: Zheng, Fang
  last_name: Zheng
- first_name: Jingyi
  full_name: Zhu, Jingyi
  last_name: Zhu
- first_name: Sacha
  full_name: Zinn, Sacha
  last_name: Zinn
citation:
  ama: 'Ai H, Arnold FH, Barrick D, et al. Protein engineering: Status report. <i>Protein
    Engineering, Design and Selection</i>. 2026;39. doi:<a href="https://doi.org/10.1093/protein/gzag020">10.1093/protein/gzag020</a>'
  apa: 'Ai, H., Arnold, F. H., Barrick, D., Bayley, H., Brownless, A.-L. R., Campbell,
    R. E., … Zinn, S. (2026). Protein engineering: Status report. <i>Protein Engineering,
    Design and Selection</i>. Oxford University Press. <a href="https://doi.org/10.1093/protein/gzag020">https://doi.org/10.1093/protein/gzag020</a>'
  chicago: 'Ai, Hui-wang, Frances H Arnold, Doug Barrick, Hagan Bayley, Alfie-Louise
    R Brownless, Robert E Campbell, Roger Castells-Graells, et al. “Protein Engineering:
    Status Report.” <i>Protein Engineering, Design and Selection</i>. Oxford University
    Press, 2026. <a href="https://doi.org/10.1093/protein/gzag020">https://doi.org/10.1093/protein/gzag020</a>.'
  ieee: 'H. Ai <i>et al.</i>, “Protein engineering: Status report,” <i>Protein Engineering,
    Design and Selection</i>, vol. 39. Oxford University Press, 2026.'
  ista: 'Ai H, Arnold FH, Barrick D, Bayley H, Brownless A-LR, Campbell RE, Castells-Graells
    R, Chaiyen P, Chica RA, Chisholm LO, Christ D, Chu G-C, Chungyoun M, Eijsink VGH,
    Elowitz MB, Fansher DJ, Fasan R, Foley G, Frei MS, Gagsteiger A, Gao R, Gillam
    EMJ, Gray JJ, Guerra LF, Höcker B, Jin Z, Kamerlin SCL, Koga N, Kontermann RE,
    Kuhlman B, Langlois OA, Li D, Lins RD, Liu CC, Liu L, López Barreiro D, Lu P,
    Mehta S, Miyazaki I, Müller MM, Muyldermans S, Nemoto N, Nivala J, Nuñez JK, Ornelas
    IJ, Pelletier JN, Plückthun A, Porth OT, Prakinee K, Qing Y, Reisenbauer J, Schmidt
    S, Seifert O, Shapiro MG, Sharma R, Singh N, Smith BJ, Spangler JB, Tatsumi-Koga
    R, Terai T, Terholsen H, Tolhurst M, Tripp KW, Trossmann VT, Tucker CL, Turak
    O, Van Deventer JA, Várnai A, Viana IFT, Weeks AM, Wittrup KD, Wong KL-J, Xi C,
    Yeates TO, Yeh AH-W, Zhang J, Zhang TS, Zhao H, Zheng F, Zhu J, Zinn S. 2026.
    Protein engineering: Status report. Protein Engineering, Design and Selection.
    39, gzag020.'
  mla: 'Ai, Hui-wang, et al. “Protein Engineering: Status Report.” <i>Protein Engineering,
    Design and Selection</i>, vol. 39, gzag020, Oxford University Press, 2026, doi:<a
    href="https://doi.org/10.1093/protein/gzag020">10.1093/protein/gzag020</a>.'
  short: H. Ai, F.H. Arnold, D. Barrick, H. Bayley, A.-L.R. Brownless, R.E. Campbell,
    R. Castells-Graells, P. Chaiyen, R.A. Chica, L.O. Chisholm, D. Christ, G.-C. Chu,
    M. Chungyoun, V.G.H. Eijsink, M.B. Elowitz, D.J. Fansher, R. Fasan, G. Foley,
    M.S. Frei, A. Gagsteiger, R. Gao, E.M.J. Gillam, J.J. Gray, L.F. Guerra, B. Höcker,
    Z. Jin, S.C.L. Kamerlin, N. Koga, R.E. Kontermann, B. Kuhlman, O.A. Langlois,
    D. Li, R.D. Lins, C.C. Liu, L. Liu, D. López Barreiro, P. Lu, S. Mehta, I. Miyazaki,
    M.M. Müller, S. Muyldermans, N. Nemoto, J. Nivala, J.K. Nuñez, I.J. Ornelas, J.N.
    Pelletier, A. Plückthun, O.T. Porth, K. Prakinee, Y. Qing, J. Reisenbauer, S.
    Schmidt, O. Seifert, M.G. Shapiro, R. Sharma, N. Singh, B.J. Smith, J.B. Spangler,
    R. Tatsumi-Koga, T. Terai, H. Terholsen, M. Tolhurst, K.W. Tripp, V.T. Trossmann,
    C.L. Tucker, O. Turak, J.A. Van Deventer, A. Várnai, I.F.T. Viana, A.M. Weeks,
    K.D. Wittrup, K.L.-J. Wong, C. Xi, T.O. Yeates, A.H.-W. Yeh, J. Zhang, T.S. Zhang,
    H. Zhao, F. Zheng, J. Zhu, S. Zinn, Protein Engineering, Design and Selection
    39 (2026).
das_tickbox: '1'
dataavailabilitystatement: No new data were generated or analysed in support of this
  research.
date_created: 2026-09-17T11:06:36Z
date_published: 2026-07-17T00:00:00Z
date_updated: 2026-10-01T09:29:15Z
day: '17'
ddc:
- '570'
department:
- _id: JuRe
doi: 10.1093/protein/gzag020
external_id:
  pmid:
  - '42466865'
file:
- access_level: open_access
  checksum: 4015ecfe11b3b0cac757d5bdd10d3c1d
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  date_created: 2026-10-01T09:24:22Z
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intvolume: '        39'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
pmid: 1
publication: Protein Engineering, Design and Selection
publication_identifier:
  eissn:
  - 1741-0134
  issn:
  - 1741-0126
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: 'Protein engineering: Status report'
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: 39
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: 2026-10-01T09:29:03Z
day: '09'
ddc:
- '005'
degree_awarded: PhD
department:
- _id: GradSch
- _id: ChLa
doi: 10.15479/AT-ISTA-21198
doi_confirm: '1'
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has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '158'
project:
- _id: d8f03aaa-b035-11f1-8588-d5147fa879e0
  grant_number: COE12
  name: Bilateral Artificial Intelligence (Lampert)
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '21207'
    relation: part_of_dissertation
    status: public
  - id: '20819'
    relation: part_of_dissertation
    status: public
  - id: '17411'
    relation: part_of_dissertation
    status: public
  - id: '18120'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
title: Data heterogeneity and personalization in federated learning
type: dissertation
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
OA_place: publisher
_id: '21854'
abstract:
- lang: eng
  text: "As neural-network-based models grow both in size and popularity, interest
    has grown in making the models smaller and more efficient to train. To that end,
    many methods have been proposed to prune models by reducing their number of nonzero
    parameters. Additionally, parameter-efficient fine-tuning, in which a much smaller
    number of parameters than the total contained in the model is updated during training,
    has become very popular, especially in the space of Large Language Models. At
    the same time, the increasingly routine deployment of machine learning in real-world
    applications has spurred a drive to make them more trustworthy - in the sense
    of, among other things, being unbiased, interpretable, and editable. In this thesis,
    we examine the interplay between efficiency and trustworthiness.\r\n\r\nFirst,
    we analyze the effects of model pruning on bias in computer vision models, demonstrating
    that increased sparsity leads to greater bias, largely as a function of increased
    model uncertainty in marginal cases. Based on this observation, we propose several
    bias mitigation techniques. Then, we demonstrate that example-specific model pruning
    can improve model interpretation methods while improving pruning efficiency to
    make example-specific model pruning feasible in real time. Then, we investigate
    the effectiveness of parameter-efficient and data-efficient model personalization
    via fine-tuning, demonstrating that it is highly feasible with very small computational
    and data resources. Finally, we consider efficiency in editing model knowledge
    using a custom synthetic data framework, demonstrating that parameter-efficient,
    low-rank fine-tuning frequently outperforms full-rank fine-tuning, and, additionally,
    that restricting which model blocks are fine-tuned frequently improves results.
    Together, the results in this thesis provide new insights and techniques for combining
    trustworthiness and efficiency during neural network inference and training.\r\n\r\n"
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "The research in this Ph.D. was funded in whole\r\nor in part by
  the Austrian Science Fund (FWF) W1260-N35 (Vienna Graduate School for\r\nComputational
  Optimization). For open access purposes the author has applied a CC BY\r\npublic
  copyright license to any author accepted manuscript version arising from this submission\r\nwherever
  possible. Additionally, I am grateful to Alois Schlögl, Waleed Khalid, and the rest
  of\r\nthe ISTA Scientific Computing team for building and maintaining the infrastructure
  I used\r\nto run experiments. I’m also deeply grateful to the Alistarh group’s administrative
  assistant,\r\nChristine Francois, who always deals with our nonsense with common
  sense and a smile.\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Eugenia B
  full_name: Iofinova, Eugenia B
  id: f9a17499-f6e0-11ea-865d-fdf9a3f77117
  last_name: Iofinova
  orcid: 0000-0002-7778-3221
citation:
  ama: Iofinova EB. On the utility and effects of efficiency in artificial neural
    networks. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-21854">10.15479/AT-ISTA-21854</a>
  apa: Iofinova, E. B. (2026). <i>On the utility and effects of efficiency in artificial
    neural networks</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-21854">https://doi.org/10.15479/AT-ISTA-21854</a>
  chicago: Iofinova, Eugenia B. “On the Utility and Effects of Efficiency in Artificial
    Neural Networks.” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-21854">https://doi.org/10.15479/AT-ISTA-21854</a>.
  ieee: E. B. Iofinova, “On the utility and effects of efficiency in artificial neural
    networks,” Institute of Science and Technology Austria, 2026.
  ista: Iofinova EB. 2026. On the utility and effects of efficiency in artificial
    neural networks. Institute of Science and Technology Austria.
  mla: Iofinova, Eugenia B. <i>On the Utility and Effects of Efficiency in Artificial
    Neural Networks</i>. Institute of Science and Technology Austria, 2026, doi:<a
    href="https://doi.org/10.15479/AT-ISTA-21854">10.15479/AT-ISTA-21854</a>.
  short: E.B. Iofinova, On the Utility and Effects of Efficiency in Artificial Neural
    Networks, Institute of Science and Technology Austria, 2026.
corr_author: '1'
das_tickbox: '1'
date_created: 2026-05-11T08:43:22Z
date_published: 2026-05-11T00:00:00Z
date_updated: 2026-10-01T09:32:47Z
day: '11'
ddc:
- '000'
degree_awarded: PhD
department:
- _id: GradSch
- _id: DaAl
doi: 10.15479/AT-ISTA-21854
doi_confirm: '1'
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has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '237'
project:
- _id: 9B9290DE-BA93-11EA-9121-9846C619BF3A
  grant_number: W1260-N35
  name: Vienna Graduate School on Computational Optimization
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
publisher_comment: In reference to IEEE copyrighted material which is used with permission
  in this thesis, the IEEE does not endorse any of ISTA's products or services. Internal
  or personal use of this material is permitted. If interested in reprinting/republishing
  IEEE copyrighted material for advertising or promotional purposes or for creating
  new collective works for resale or redistribution, please go to http://www.ieee.org/publications_standards/publications/rights/rights_link.html
  to learn how to obtain a License from RightsLink. If applicable, University Microfilms
  and/or ProQuest Library, or the Archives of Canada may supply single copies of the
  dissertation.
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status: public
supervisor:
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
title: On the utility and effects of efficiency in artificial neural networks
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
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OA_type: gold
PlanS_conform: '1'
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abstract:
- lang: eng
  text: "We construct and characterize a sample of 146 little red dots (LRDs) across
    2.0<z<9.3, selecting all sources with v-shaped\r\nultraviolet (UV)–optical continua
    from James Webb Space Telescope (JWST) NIRSpec/PRISM spectra and compact morphologies
    in NIRCam/F444W imaging. We show that LRD continuum spectra are well described
    by modified blackbodies\r\nacross ∼ 0.4 − 1.0 µm, with typical T ∼ 5000 K (λpeak
    ∼ 0.65 µm) across 2 dex in luminosity, and a tail toward T ∼ 2000 K.\r\nLRDs therefore
    trace a locus in the Hertzsprung–Russell diagram that is analogous to stars on
    the Hayashi track, strongly\r\nsupporting the picture that LRDs are active galactic
    nucleus (AGN) embedded in optically thick dense gas envelopes.\r\nHotter LRDs
    with λpeak < 0.65 µm typically have strong Balmer breaks, redder UV slopes, and
    high optical luminosities;\r\nother LRDs show weak or no Balmer breaks, and wide
    variety in βUV and L5100. Crucially, we demonstrate that the UV–\r\noptical continua
    are strongly linked to the Hα, Hβ, [O iii], and O i line properties. There is
    a tight linear relation between\r\nthe Hα and optical continuum luminosities,
    as well as Hα and O i λ8446, indicating that Balmer, O i, and optical emission\r\nmust
    primarily be powered by the same source. The Balmer decrement increases strongly
    toward higher LHα, L5100, and\r\nBalmer break strength, providing key evidence
    for luminosity-dependent effects of collisional (de-)excitation and resonant\r\nscattering
    in the gaseous envelopes. In contrast, we show that [O iii] emission likely originates
    from star-forming host\r\ngalaxies, with strong variation in the AGN-to-host ratio
    among the LRD population. Our work presents an empirical\r\ndescription of the
    nature and structure of LRDs, defining a new benchmark for ongoing LRD model developments."
acknowledgement: "AdG thanks Devesh Nandal for discussions on the properties\r\nof
  convective envelopes and Hayashi limit, and the students of\r\nthe I-HOW JWST Workshop
  (Barbora Adamcova, Biswaraj Palit,\r\nOlena Pastoven, and Weronika Puchalska) for
  their help in producing an early version of Figs 8 and 10. This work is based on\r\nobservations
  made with the NASA/ESA/CSA James Webb Space\r\nTelescope. The data were obtained
  from the Mikulski Archive for\r\nSpace Telescopes at the Space Telescope Science
  Institute, which\r\nis operated by the Association of Universities for Research
  in\r\nAstronomy, Inc., under NASA contract NAS 5-03127 for JWST.\r\nThese observations
  are associated with programs 1180, 1181,\r\n1208, 1212, 1213, 1215, 1286, 1345,
  1433, 2198, 2561, 2750, 2767,\r\n4106, 4233, 5105, 5224, 6368, and 6585. Support
  for program no.\r\n4233 was provided by NASA through a grant from the Space\r\nTelescope
  Science Institute, which is operated by the Association\r\nof Universities for Research
  in Astronomy, Inc., under NASA\r\ncontract NAS 5-03127.\r\nAdG acknowledges support
  from a Clay Fellowship awarded by\r\nthe Smithsonian Astrophysical Observatory.
  REH acknowledges\r\nsupport by the German Aerospace Center (DLR) and the Federal\r\nMinistry
  for Economic Affairs and Energy (BMWi) through program 50OR2403 ‘RUBIES’. The Cosmic
  Dawn Centerisfunded by\r\nthe Danish National Research Foundation (DNRF) under grant\r\nno.
  140. This work has received funding from the Swiss State\r\nSecretariat for Education,
  Research and Innovation (SERI) under\r\ncontract no. MB22.00072, as well as from
  the Swiss National Science Foundation (SNSF) through project grant 200020_207349.\r\nTBM
  was supported by a CIERA fellowship. PD warmly acknowledges support from an NSERC
  discovery grant (RGPIN-2025-\r\n06182). KG acknowledges support from Australian
  Research\r\nCouncil Laureate Fellowship FL180100060. LAB acknowledges\r\nsupport
  from the Dutch Research Council (NWO) under grant\r\nVI.Veni.242.055 (https://doi.org/10.61686/LAJVP77714)
  and the\r\nERC Consolidator grant 101088676 (‘VOYAJ’). YF is supported by\r\nJSPS
  KAKENHI grant nos JP22K21349 and JP23K13149."
article_number: stag1567
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Anna
  full_name: de Graaff, Anna
  last_name: de Graaff
- first_name: Raphael E
  full_name: Hviding, Raphael E
  last_name: Hviding
- first_name: Rohan P
  full_name: Naidu, Rohan P
  last_name: Naidu
- first_name: Jenny E
  full_name: Greene, Jenny E
  last_name: Greene
- first_name: Tim B
  full_name: Miller, Tim B
  last_name: Miller
- first_name: Joel
  full_name: Leja, Joel
  last_name: Leja
- 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: Gabriel
  full_name: Brammer, Gabriel
  last_name: Brammer
- first_name: Harley
  full_name: Katz, Harley
  last_name: Katz
- first_name: Rachel
  full_name: Bezanson, Rachel
  last_name: Bezanson
- first_name: Leindert A
  full_name: Boogaard, Leindert A
  last_name: Boogaard
- first_name: Sownak
  full_name: Bose, Sownak
  last_name: Bose
- first_name: John
  full_name: Chisholm, John
  last_name: Chisholm
- first_name: Nikko J
  full_name: Cleri, Nikko J
  last_name: Cleri
- first_name: Pratika
  full_name: Dayal, Pratika
  last_name: Dayal
- first_name: Robert
  full_name: Feldmann, Robert
  last_name: Feldmann
- first_name: Yoshinobu
  full_name: Fudamoto, Yoshinobu
  last_name: Fudamoto
- first_name: Seiji
  full_name: Fujimoto, Seiji
  last_name: Fujimoto
- first_name: Lukas J
  full_name: Furtak, Lukas J
  last_name: Furtak
- first_name: Karl
  full_name: Glazebrook, Karl
  last_name: Glazebrook
- first_name: Rashmi
  full_name: Gottumukkala, Rashmi
  last_name: Gottumukkala
- first_name: Kasper E
  full_name: Heintz, Kasper E
  last_name: Heintz
- first_name: Vasily
  full_name: Kokorev, Vasily
  last_name: Kokorev
- first_name: Ivo
  full_name: Labbe, Ivo
  last_name: Labbe
- first_name: Michael V
  full_name: Maseda, Michael V
  last_name: Maseda
- first_name: Ian
  full_name: McConachie, Ian
  last_name: McConachie
- first_name: Themiya
  full_name: Nanayakkara, Themiya
  last_name: Nanayakkara
- first_name: Erica
  full_name: Nelson, Erica
  last_name: Nelson
- first_name: Przemysław
  full_name: Nowaczyk, Przemysław
  last_name: Nowaczyk
- first_name: Pascal A
  full_name: Oesch, Pascal A
  last_name: Oesch
- first_name: Hans-Walter
  full_name: Rix, Hans-Walter
  last_name: Rix
- first_name: David J
  full_name: Setton, David J
  last_name: Setton
- first_name: Alberto
  full_name: Torralba Torregrosa, Alberto
  id: 018f0249-0e87-11f0-b167-cbce08fbd541
  last_name: Torralba Torregrosa
  orcid: 0000-0001-5586-6950
- first_name: Fabian
  full_name: Walter, Fabian
  last_name: Walter
- first_name: Bingjie
  full_name: Wang, Bingjie
  last_name: Wang
- first_name: Andrea
  full_name: Weibel, Andrea
  last_name: Weibel
- first_name: Arjen
  full_name: van der Wel, Arjen
  last_name: van der Wel
citation:
  ama: 'de Graaff A, Hviding RE, Naidu RP, et al. Little red dots host black hole
    stars: A unified family of gas-reddened AGN revealed by JWST/NIRSpec spectroscopy.
    <i>Monthly Notices of the Royal Astronomical Society</i>. 2026;551(3). doi:<a
    href="https://doi.org/10.1093/mnras/stag1567">10.1093/mnras/stag1567</a>'
  apa: 'de Graaff, A., Hviding, R. E., Naidu, R. P., Greene, J. E., Miller, T. B.,
    Leja, J., … van der Wel, A. (2026). Little red dots host black hole stars: A unified
    family of gas-reddened AGN revealed by JWST/NIRSpec spectroscopy. <i>Monthly Notices
    of the Royal Astronomical Society</i>. Oxford University Press. <a href="https://doi.org/10.1093/mnras/stag1567">https://doi.org/10.1093/mnras/stag1567</a>'
  chicago: 'de Graaff, Anna, Raphael E Hviding, Rohan P Naidu, Jenny E Greene, Tim
    B Miller, Joel Leja, Jorryt J Matthee, et al. “Little Red Dots Host Black Hole
    Stars: A Unified Family of Gas-Reddened AGN Revealed by JWST/NIRSpec Spectroscopy.”
    <i>Monthly Notices of the Royal Astronomical Society</i>. Oxford University Press,
    2026. <a href="https://doi.org/10.1093/mnras/stag1567">https://doi.org/10.1093/mnras/stag1567</a>.'
  ieee: 'A. de Graaff <i>et al.</i>, “Little red dots host black hole stars: A unified
    family of gas-reddened AGN revealed by JWST/NIRSpec spectroscopy,” <i>Monthly
    Notices of the Royal Astronomical Society</i>, vol. 551, no. 3. Oxford University
    Press, 2026.'
  ista: 'de Graaff A, Hviding RE, Naidu RP, Greene JE, Miller TB, Leja J, Matthee
    JJ, Brammer G, Katz H, Bezanson R, Boogaard LA, Bose S, Chisholm J, Cleri NJ,
    Dayal P, Feldmann R, Fudamoto Y, Fujimoto S, Furtak LJ, Glazebrook K, Gottumukkala
    R, Heintz KE, Kokorev V, Labbe I, Maseda MV, McConachie I, Nanayakkara T, Nelson
    E, Nowaczyk P, Oesch PA, Rix H-W, Setton DJ, Torralba Torregrosa A, Walter F,
    Wang B, Weibel A, van der Wel A. 2026. Little red dots host black hole stars:
    A unified family of gas-reddened AGN revealed by JWST/NIRSpec spectroscopy. Monthly
    Notices of the Royal Astronomical Society. 551(3), stag1567.'
  mla: 'de Graaff, Anna, et al. “Little Red Dots Host Black Hole Stars: A Unified
    Family of Gas-Reddened AGN Revealed by JWST/NIRSpec Spectroscopy.” <i>Monthly
    Notices of the Royal Astronomical Society</i>, vol. 551, no. 3, stag1567, Oxford
    University Press, 2026, doi:<a href="https://doi.org/10.1093/mnras/stag1567">10.1093/mnras/stag1567</a>.'
  short: A. de Graaff, R.E. Hviding, R.P. Naidu, J.E. Greene, T.B. Miller, J. Leja,
    J.J. Matthee, G. Brammer, H. Katz, R. Bezanson, L.A. Boogaard, S. Bose, J. Chisholm,
    N.J. Cleri, P. Dayal, R. Feldmann, Y. Fudamoto, S. Fujimoto, L.J. Furtak, K. Glazebrook,
    R. Gottumukkala, K.E. Heintz, V. Kokorev, I. Labbe, M.V. Maseda, I. McConachie,
    T. Nanayakkara, E. Nelson, P. Nowaczyk, P.A. Oesch, H.-W. Rix, D.J. Setton, A.
    Torralba Torregrosa, F. Walter, B. Wang, A. Weibel, A. van der Wel, Monthly Notices
    of the Royal Astronomical Society 551 (2026).
das_tickbox: '1'
dataavailabilitystatement: "All data used in this work are publicly available through
  the\r\nDAWN JWST Archive (https://dawn-cph.github.io/dja/index.h\r\ntml). The spectra
  used in this work are part of version 4.5 of the\r\nDJA (G. Brammer & F. Valentino
  2025). We also release our complete LRD catalogue, together with all key measurements
  made All data used in this work are publicly available through the\r\nDAWN JWST
  Archive (https://dawn-cph.github.io/dja/index.h\r\ntml). The spectra used in this
  work are part of version 4.5 of the\r\nDJA (G. Brammer & F. Valentino 2025). We
  also release our complete LRD catalogue, together with all key measurements made
  in the modified blackbody fitting and emission-line fitting. The\r\ntable can be
  found at https://doi.org/10.5281/zenodo.21977747,\r\nand its contents are described
  in Appendix B.\r\n\r\n"
date_created: 2026-09-17T11:06:40Z
date_published: 2026-09-01T00:00:00Z
date_updated: 2026-10-01T11:31:16Z
day: '01'
ddc:
- '520'
department:
- _id: JoMa
doi: 10.1093/mnras/stag1567
external_id:
  arxiv:
  - '2511.21820'
file:
- access_level: open_access
  checksum: a82b93954671a12bb60d8d7a4a4d526b
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  creator: dernst
  date_created: 2026-10-01T11:25:20Z
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  file_size: 14983705
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fulldoi: https://doi.org/10.1093/mnras/stag1567
has_accepted_license: '1'
intvolume: '       551'
issue: '3'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
publication: Monthly Notices of the Royal Astronomical Society
publication_identifier:
  eissn:
  - 1365-2966
  issn:
  - 0035-8711
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: 'Little red dots host black hole stars: A unified family of gas-reddened AGN
  revealed by JWST/NIRSpec spectroscopy'
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: 551
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '21982'
abstract:
- lang: eng
  text: A floating Leidenfrost droplet exhibits curvature inversion of its underside,
    due to the balance of vapor pressure and surface tension. Using interferometric
    imaging, we find different behavior for a levitated hydrogel sphere. Curvature
    inversion is observed briefly just after deposition, but quickly gives way to
    a steady state with no inversion. We show the essential role of vaporization in
    shaping the underbelly of the hydrogel, where changes due to direct mass loss
    are more significant than the balance of vapor pressure and elastic forces.
acknowledged_ssus:
- _id: M-Shop
- _id: ScienComp
acknowledgement: This research was supported by the Scientific Service Units of The
  Institute of Science and Technology Austria (ISTA) through resources provided by
  the Miba Machine Shop and the Scientific Computing Facility. J.B. acknowledges funding
  from the European Union's Horizon research and innovation programme under the Marie
  Sklodowska-Curie Grant Agreement No. 101106500.
article_number: L053502
article_processing_charge: Yes (via OA deal)
article_type: letter_note
arxiv: 1
author:
- first_name: Vicente L
  full_name: Diaz Melian, Vicente L
  id: b6798902-eea0-11ea-9cbc-a8e14286c631
  last_name: Diaz Melian
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Jack
  full_name: Binysh, Jack
  last_name: Binysh
- first_name: Anton
  full_name: Souslov, Anton
  last_name: Souslov
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
citation:
  ama: Diaz Melian VL, Lenton IC, Binysh J, Souslov A, Waitukaitis SR. Geometry of
    the vapor layer under a Leidenfrost hydrogel sphere. <i>Physical Review E</i>.
    2026;113(5). doi:<a href="https://doi.org/10.1103/m7gr-2t6j">10.1103/m7gr-2t6j</a>
  apa: Diaz Melian, V. L., Lenton, I. C., Binysh, J., Souslov, A., &#38; Waitukaitis,
    S. R. (2026). Geometry of the vapor layer under a Leidenfrost hydrogel sphere.
    <i>Physical Review E</i>. American Physical Society. <a href="https://doi.org/10.1103/m7gr-2t6j">https://doi.org/10.1103/m7gr-2t6j</a>
  chicago: Diaz Melian, Vicente L, Isaac C Lenton, Jack Binysh, Anton Souslov, and
    Scott R Waitukaitis. “Geometry of the Vapor Layer under a Leidenfrost Hydrogel
    Sphere.” <i>Physical Review E</i>. American Physical Society, 2026. <a href="https://doi.org/10.1103/m7gr-2t6j">https://doi.org/10.1103/m7gr-2t6j</a>.
  ieee: V. L. Diaz Melian, I. C. Lenton, J. Binysh, A. Souslov, and S. R. Waitukaitis,
    “Geometry of the vapor layer under a Leidenfrost hydrogel sphere,” <i>Physical
    Review E</i>, vol. 113, no. 5. American Physical Society, 2026.
  ista: Diaz Melian VL, Lenton IC, Binysh J, Souslov A, Waitukaitis SR. 2026. Geometry
    of the vapor layer under a Leidenfrost hydrogel sphere. Physical Review E. 113(5),
    L053502.
  mla: Diaz Melian, Vicente L., et al. “Geometry of the Vapor Layer under a Leidenfrost
    Hydrogel Sphere.” <i>Physical Review E</i>, vol. 113, no. 5, L053502, American
    Physical Society, 2026, doi:<a href="https://doi.org/10.1103/m7gr-2t6j">10.1103/m7gr-2t6j</a>.
  short: V.L. Diaz Melian, I.C. Lenton, J. Binysh, A. Souslov, S.R. Waitukaitis, Physical
    Review E 113 (2026).
corr_author: '1'
date_created: 2026-06-10T07:36:41Z
date_published: 2026-05-14T00:00:00Z
date_updated: 2026-10-02T08:44:47Z
day: '14'
ddc:
- '530'
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- _id: GradSch
doi: 10.1103/m7gr-2t6j
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title: Geometry of the vapor layer under a Leidenfrost hydrogel sphere
tmp:
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type: journal_article
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volume: 113
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...
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abstract:
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  text: When a Leidenfrost droplet floats on its own vapor layer, the interplay between
    vapor pressure, surface tension, and gravity determines its shape, and in the
    stable regime the underside of the droplet exhibits curvature inversion. Using
    interferometric imaging, we observe a different behavior for a levitated hydrogel
    sphere. Curvature inversion appears briefly after deposition, but the continuous
    vaporization process removes this feature, leading first to an oscillatory regime
    and eventually to a steady state without curvature inversion. We demonstrate the
    essential role of vaporization in shaping the hydrogel underbelly, where direct
    mass loss has a stronger influence than the balance between vapor pressure and
    elastic forces.
acknowledged_ssus:
- _id: M-Shop
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Vicente L
  full_name: Diaz Melian, Vicente L
  id: b6798902-eea0-11ea-9cbc-a8e14286c631
  last_name: Diaz Melian
citation:
  ama: Diaz Melian VL. The morphology underneath a levitated hydrogel sphere. 2026.
    doi:<a href="https://doi.org/10.15479/AT-ISTA-23005">10.15479/AT-ISTA-23005</a>
  apa: Diaz Melian, V. L. (2026). <i>The morphology underneath a levitated hydrogel
    sphere</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-23005">https://doi.org/10.15479/AT-ISTA-23005</a>
  chicago: Diaz Melian, Vicente L. “The Morphology underneath a Levitated Hydrogel
    Sphere.” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-23005">https://doi.org/10.15479/AT-ISTA-23005</a>.
  ieee: V. L. Diaz Melian, “The morphology underneath a levitated hydrogel sphere,”
    Institute of Science and Technology Austria, 2026.
  ista: Diaz Melian VL. 2026. The morphology underneath a levitated hydrogel sphere.
    Institute of Science and Technology Austria.
  mla: Diaz Melian, Vicente L. <i>The Morphology underneath a Levitated Hydrogel Sphere</i>.
    Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-23005">10.15479/AT-ISTA-23005</a>.
  short: V.L. Diaz Melian, The Morphology underneath a Levitated Hydrogel Sphere,
    Institute of Science and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-09-28T17:40:23Z
date_published: 2026-09-29T00:00:00Z
date_updated: 2026-10-02T08:44:47Z
day: '29'
ddc:
- '530'
- '530'
- '530'
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department:
- _id: GradSch
- _id: ScWa
doi: 10.15479/AT-ISTA-23005
doi_confirm: '1'
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fulldoi: https://doi.org/10.15479/AT-ISTA-23005
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '114'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
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  - id: '21982'
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    status: public
researchdata_availability: yes
status: public
supervisor:
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
supplementarymaterial: yes
title: The morphology underneath a levitated hydrogel sphere
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
_id: '22981'
acknowledged_ssus:
- _id: LifeSc
- _id: Bio
acknowledgement: "I want to acknowledge the Austrian Academy of Sciences for funding
  through the DOC \r\nFellowship program (fellowship number 26422) and for the honest
  and inspirational talk by \r\nAnton Zeilinger at the award ceremony about the PhD
  journey. "
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Nathalie
  full_name: Gruber, Nathalie
  id: 2C9C8316-AA17-11E9-B5C2-8BC2E5697425
  last_name: Gruber
citation:
  ama: Gruber N. Genetic strategies enabling bacterial adaptation to selective pressures.
    2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-22981">10.15479/AT-ISTA-22981</a>
  apa: Gruber, N. (2026). <i>Genetic strategies enabling bacterial adaptation to selective
    pressures</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-22981">https://doi.org/10.15479/AT-ISTA-22981</a>
  chicago: Gruber, Nathalie. “Genetic Strategies Enabling Bacterial Adaptation to
    Selective Pressures.” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-22981">https://doi.org/10.15479/AT-ISTA-22981</a>.
  ieee: N. Gruber, “Genetic strategies enabling bacterial adaptation to selective
    pressures,” Institute of Science and Technology Austria, 2026.
  ista: Gruber N. 2026. Genetic strategies enabling bacterial adaptation to selective
    pressures. Institute of Science and Technology Austria.
  mla: Gruber, Nathalie. <i>Genetic Strategies Enabling Bacterial Adaptation to Selective
    Pressures</i>. Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-22981">10.15479/AT-ISTA-22981</a>.
  short: N. Gruber, Genetic Strategies Enabling Bacterial Adaptation to Selective
    Pressures, Institute of Science and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-09-23T12:25:43Z
date_published: 2026-09-24T00:00:00Z
date_updated: 2026-10-02T10:52:13Z
day: '24'
ddc:
- '570'
- '576'
- '579'
degree_awarded: PhD
department:
- _id: GradSch
- _id: CaGu
doi: 10.15479/AT-ISTA-22981
doi_confirm: '1'
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fulldoi: https://doi.org/10.15479/AT-ISTA-22981
has_accepted_license: '1'
language:
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month: '09'
oa_version: Published Version
page: '102'
project:
- _id: 34cb8730-11ca-11ed-8bc3-8b3b3752a6f6
  grant_number: '26422'
  name: Uncovering the organisational principle of bacterial genomic islands in Anti-phage
    defense
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Calin C
  full_name: Guet, Calin C
  id: 47F8433E-F248-11E8-B48F-1D18A9856A87
  last_name: Guet
  orcid: 0000-0001-6220-2052
title: Genetic strategies enabling bacterial adaptation to selective pressures
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '21743'
abstract:
- lang: eng
  text: We present symplectic structures on the shape space of unparameterized space
    curves that generalize the classical Marsden–Weinstein structure. Our method integrates
    the Liouville 1-form of the Marsden–Weinstein structure with Riemannian structures
    that have been introduced in mathematical shape analysis. We also derive Hamiltonian
    vector fields for several classical Hamiltonian functions with respect to these
    new symplectic structures.
acknowledgement: The authors are grateful to Boris Khesin for valuable comments on
  the MW symplectic structure and S. Ishida thanks Albert Chern for insightful discussions
  on space curves and Chris Wojtan for his continuous support. M. Bauer was partially
  supported by NSF grant DMS-1953244 and by the Binational Science Foundation (BSF).
  S. Ishida was partially supported by ERC Consolidator Grant 101045083 “CoDiNA” funded
  by the European Research Council. Some figures were generated by the software Houdini
  and its education license was provided by SideFX. Open access funding provided by
  University of Vienna.
article_number: '45'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Martin
  full_name: Bauer, Martin
  last_name: Bauer
- first_name: Sadashige
  full_name: Ishida, Sadashige
  id: 6F7C4B96-A8E9-11E9-A7CA-09ECE5697425
  last_name: Ishida
  orcid: 0000-0002-3121-3100
- first_name: Peter W.
  full_name: Michor, Peter W.
  last_name: Michor
citation:
  ama: Bauer M, Ishida S, Michor PW. Symplectic structures on the space of space curves.
    <i>Journal of Nonlinear Science</i>. 2026;36(2). doi:<a href="https://doi.org/10.1007/s00332-026-10266-8">10.1007/s00332-026-10266-8</a>
  apa: Bauer, M., Ishida, S., &#38; Michor, P. W. (2026). Symplectic structures on
    the space of space curves. <i>Journal of Nonlinear Science</i>. Springer Nature.
    <a href="https://doi.org/10.1007/s00332-026-10266-8">https://doi.org/10.1007/s00332-026-10266-8</a>
  chicago: Bauer, Martin, Sadashige Ishida, and Peter W. Michor. “Symplectic Structures
    on the Space of Space Curves.” <i>Journal of Nonlinear Science</i>. Springer Nature,
    2026. <a href="https://doi.org/10.1007/s00332-026-10266-8">https://doi.org/10.1007/s00332-026-10266-8</a>.
  ieee: M. Bauer, S. Ishida, and P. W. Michor, “Symplectic structures on the space
    of space curves,” <i>Journal of Nonlinear Science</i>, vol. 36, no. 2. Springer
    Nature, 2026.
  ista: Bauer M, Ishida S, Michor PW. 2026. Symplectic structures on the space of
    space curves. Journal of Nonlinear Science. 36(2), 45.
  mla: Bauer, Martin, et al. “Symplectic Structures on the Space of Space Curves.”
    <i>Journal of Nonlinear Science</i>, vol. 36, no. 2, 45, Springer Nature, 2026,
    doi:<a href="https://doi.org/10.1007/s00332-026-10266-8">10.1007/s00332-026-10266-8</a>.
  short: M. Bauer, S. Ishida, P.W. Michor, Journal of Nonlinear Science 36 (2026).
date_created: 2026-04-16T07:29:17Z
date_published: 2026-04-15T00:00:00Z
date_updated: 2026-10-02T11:16:45Z
day: '15'
ddc:
- '510'
department:
- _id: GradSch
- _id: ChWo
doi: 10.1007/s00332-026-10266-8
external_id:
  arxiv:
  - '2407.19908'
file:
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file_date_updated: 2026-04-28T09:55:32Z
fulldoi: https://doi.org/10.1007/s00332-026-10266-8
has_accepted_license: '1'
intvolume: '        36'
issue: '2'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: Journal of Nonlinear Science
publication_identifier:
  eissn:
  - 1432-1467
  issn:
  - 0938-8974
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
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    status: public
scopus_import: '1'
status: public
title: Symplectic structures on the space of space curves
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: 36
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '14703'
abstract:
- lang: eng
  text: We present a discretization of the dynamic optimal transport problem for which
    we can obtain the convergence rate for the value of the transport cost to its
    continuous value when the temporal and spatial stepsize vanish. This convergence
    result does not require any regularity assumption on the measures, though experiments
    suggest that the rate is not sharp. Via an analysis of the duality gap we also
    obtain the convergence rates for the gradient of the optimal potentials and the
    velocity field under mild regularity assumptions. To obtain such rates we discretize
    the dual formulation of the dynamic optimal transport problem and use the mature
    literature related to the error due to discretizing the Hamilton-Jacobi equation.
acknowledgement: 'The authors would like to thank Chris Wojtan for his continuous
  support and several interesting discussions. Part of this research was performed
  during two visits: one of SI to the BIDSA research center at Bocconi University,
  and one of HL to the Institute of Science and Technology Austria. Both host institutions
  are warmly acknowledged for the hospitality. HL is partially supported by the MUR-Prin
  2022-202244A7YL “Gradient Flows and Non-Smooth Geometric Structures with Applications
  to Optimization and Machine Learning”, funded by the European Union - Next Generation
  EU. SI is supported in part by ERC Consolidator Grant 101045083 “CoDiNA” funded
  by the European Research Council. Open access funding provided by Institute of Science
  and Technology (IST Austria).'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Sadashige
  full_name: Ishida, Sadashige
  id: 6F7C4B96-A8E9-11E9-A7CA-09ECE5697425
  last_name: Ishida
  orcid: 0000-0002-3121-3100
- first_name: Hugo
  full_name: Lavenant, Hugo
  last_name: Lavenant
citation:
  ama: Ishida S, Lavenant H. Quantitative convergence of a discretization of dynamic
    optimal transport using the dual formulation. <i>Foundations of Computational
    Mathematics</i>. 2026;26:349-384. doi:<a href="https://doi.org/10.1007/s10208-024-09686-3">10.1007/s10208-024-09686-3</a>
  apa: Ishida, S., &#38; Lavenant, H. (2026). Quantitative convergence of a discretization
    of dynamic optimal transport using the dual formulation. <i>Foundations of Computational
    Mathematics</i>. Springer Nature. <a href="https://doi.org/10.1007/s10208-024-09686-3">https://doi.org/10.1007/s10208-024-09686-3</a>
  chicago: Ishida, Sadashige, and Hugo Lavenant. “Quantitative Convergence of a Discretization
    of Dynamic Optimal Transport Using the Dual Formulation.” <i>Foundations of Computational
    Mathematics</i>. Springer Nature, 2026. <a href="https://doi.org/10.1007/s10208-024-09686-3">https://doi.org/10.1007/s10208-024-09686-3</a>.
  ieee: S. Ishida and H. Lavenant, “Quantitative convergence of a discretization of
    dynamic optimal transport using the dual formulation,” <i>Foundations of Computational
    Mathematics</i>, vol. 26. Springer Nature, pp. 349–384, 2026.
  ista: Ishida S, Lavenant H. 2026. Quantitative convergence of a discretization of
    dynamic optimal transport using the dual formulation. Foundations of Computational
    Mathematics. 26, 349–384.
  mla: Ishida, Sadashige, and Hugo Lavenant. “Quantitative Convergence of a Discretization
    of Dynamic Optimal Transport Using the Dual Formulation.” <i>Foundations of Computational
    Mathematics</i>, vol. 26, Springer Nature, 2026, pp. 349–84, doi:<a href="https://doi.org/10.1007/s10208-024-09686-3">10.1007/s10208-024-09686-3</a>.
  short: S. Ishida, H. Lavenant, Foundations of Computational Mathematics 26 (2026)
    349–384.
corr_author: '1'
das_tickbox: '0'
date_created: 2023-12-21T10:14:37Z
date_published: 2026-02-01T00:00:00Z
date_updated: 2026-10-02T11:17:26Z
day: '01'
ddc:
- '000'
department:
- _id: GradSch
- _id: ChWo
doi: 10.1007/s10208-024-09686-3
external_id:
  arxiv:
  - '2312.12213'
  isi:
  - '001352503300001'
file:
- access_level: open_access
  checksum: 30671f88e792e8b75ae3e698ac4c131c
  content_type: application/pdf
  creator: dernst
  date_created: 2026-07-23T05:37:52Z
  date_updated: 2026-07-23T05:37:52Z
  file_id: '22384'
  file_name: 2026_FoundCompMath_Ishida.pdf
  file_size: 1240012
  relation: main_file
  success: 1
file_date_updated: 2026-07-23T05:37:52Z
fulldoi: https://doi.org/10.1007/s10208-024-09686-3
has_accepted_license: '1'
intvolume: '        26'
isi: 1
keyword:
- Optimal transport
- Hamilton-Jacobi equation
- convex optimization
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: 349-384
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: Foundations of Computational Mathematics
publication_identifier:
  eissn:
  - 1615-3383
  issn:
  - 1615-3375
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Quantitative convergence of a discretization of dynamic optimal transport using
  the dual formulation
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: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 26
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20657'
abstract:
- lang: eng
  text: 'The Upper Bound Theorem for convex polytopes implies that the p-th Betti
    number of the Čech complex of any set of N points in ℝ^d and any radius satisfies
    β_p = O(N^m), with m = min{p+1, ⌈d/2⌉}. We construct sets in even and odd dimensions,
    which prove that this upper bound is asymptotically tight. For example, we describe
    a set of N = 2(n+1) points in ℝ³ and two radii such that the first Betti number
    of the Čech complex at one radius is (n+1)² - 1, and the second Betti number of
    the Čech complex at the other radius is n². '
acknowledgement: The first author is supported by the European Research Council (ERC),
  grant no. 788183, and by the DFG Collaborative Research Center TRR 109, Austrian
  Science Fund (FWF), grant no. I 02979-N35. The second author is supported by the
  European Research Council (ERC), grant “GeoScape” and by the Hungarian Science Foundation
  (NKFIH), grant K-131529. Both authors are supported by the Wittgenstein Prize, Austrian
  Science Fund (FWF), grant no. Z 342-N31. Open access funding provided by Institute
  of Science and Technology (IST Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: János
  full_name: Pach, János
  id: E62E3130-B088-11EA-B919-BF823C25FEA4
  last_name: Pach
citation:
  ama: Edelsbrunner H, Pach J. Maximum Betti numbers of Čech complexes. <i>Discrete
    &#38; Computational Geometry</i>. 2026;75:597-624. doi:<a href="https://doi.org/10.1007/s00454-025-00796-5">10.1007/s00454-025-00796-5</a>
  apa: Edelsbrunner, H., &#38; Pach, J. (2026). Maximum Betti numbers of Čech complexes.
    <i>Discrete &#38; Computational Geometry</i>. Springer Nature. <a href="https://doi.org/10.1007/s00454-025-00796-5">https://doi.org/10.1007/s00454-025-00796-5</a>
  chicago: Edelsbrunner, Herbert, and János Pach. “Maximum Betti Numbers of Čech Complexes.”
    <i>Discrete &#38; Computational Geometry</i>. Springer Nature, 2026. <a href="https://doi.org/10.1007/s00454-025-00796-5">https://doi.org/10.1007/s00454-025-00796-5</a>.
  ieee: H. Edelsbrunner and J. Pach, “Maximum Betti numbers of Čech complexes,” <i>Discrete
    &#38; Computational Geometry</i>, vol. 75. Springer Nature, pp. 597–624, 2026.
  ista: Edelsbrunner H, Pach J. 2026. Maximum Betti numbers of Čech complexes. Discrete
    &#38; Computational Geometry. 75, 597–624.
  mla: Edelsbrunner, Herbert, and János Pach. “Maximum Betti Numbers of Čech Complexes.”
    <i>Discrete &#38; Computational Geometry</i>, vol. 75, Springer Nature, 2026,
    pp. 597–624, doi:<a href="https://doi.org/10.1007/s00454-025-00796-5">10.1007/s00454-025-00796-5</a>.
  short: H. Edelsbrunner, J. Pach, Discrete &#38; Computational Geometry 75 (2026)
    597–624.
corr_author: '1'
das_tickbox: '0'
date_created: 2025-11-19T09:44:58Z
date_published: 2026-03-01T00:00:00Z
date_updated: 2026-10-02T11:48:00Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.1007/s00454-025-00796-5
ec_funded: 1
external_id:
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  - '2310.14801'
  isi:
  - '001610592600001'
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intvolume: '        75'
isi: 1
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
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project:
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  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
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  call_identifier: FWF
  grant_number: I02979-N35
  name: Persistence and stability of geometric complexes
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  call_identifier: FWF
  grant_number: Z00342
  name: Mathematics, Computer Science
publication: Discrete & Computational Geometry
publication_identifier:
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publication_status: published
publisher: Springer Nature
quality_controlled: '1'
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researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Maximum Betti numbers of Čech complexes
tmp:
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  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 75
year: '2026'
...
---
OA_place: repository
OA_type: green
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abstract:
- lang: eng
  text: Motivated by applications in medical sciences, we study finite chromatic sets
    in Euclidean space from a topological perspective. Based on the persistent homology
    for images, kernels and cokernels, we design provably stable homological quantifiers
    that describe the geometric micro- and macro-structure of how the color classes
    mingle. These can be efficiently computed using chromatic variants of Delaunay
    and alpha complexes, and code that does these computations is provided.
acknowledgement: "This project has received funding from the European Research\r\nCouncil
  (ERC) under the European Union’s Horizon 2020 research and innovation\r\nprogramme,
  grant no. 788183, from the Wittgenstein Prize, Austrian Science Fund\r\n(FWF), grant
  no. Z 342-N31, and from the DFG Collaborative Research Center TRR\r\n109, ‘Discretization
  in Geometry and Dynamics’, Austrian Science Fund (FWF),\r\ngrant no. I 02979-N35."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Sebastiano
  full_name: Cultrera di Montesano, Sebastiano
  id: 34D2A09C-F248-11E8-B48F-1D18A9856A87
  last_name: Cultrera di Montesano
  orcid: 0000-0001-6249-0832
- first_name: Ondrej
  full_name: Draganov, Ondrej
  id: 2B23F01E-F248-11E8-B48F-1D18A9856A87
  last_name: Draganov
  orcid: 0000-0003-0464-3823
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Morteza
  full_name: Saghafian, Morteza
  id: f86f7148-b140-11ec-9577-95435b8df824
  last_name: Saghafian
citation:
  ama: Cultrera di Montesano S, Draganov O, Edelsbrunner H, Saghafian M. Chromatic
    alpha complexes. <i>Foundations of Data Science</i>. 2026;8:30-62. doi:<a href="https://doi.org/10.3934/fods.2025003">10.3934/fods.2025003</a>
  apa: Cultrera di Montesano, S., Draganov, O., Edelsbrunner, H., &#38; Saghafian,
    M. (2026). Chromatic alpha complexes. <i>Foundations of Data Science</i>. AIMS.
    <a href="https://doi.org/10.3934/fods.2025003">https://doi.org/10.3934/fods.2025003</a>
  chicago: Cultrera di Montesano, Sebastiano, Ondrej Draganov, Herbert Edelsbrunner,
    and Morteza Saghafian. “Chromatic Alpha Complexes.” <i>Foundations of Data Science</i>.
    AIMS, 2026. <a href="https://doi.org/10.3934/fods.2025003">https://doi.org/10.3934/fods.2025003</a>.
  ieee: S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, and M. Saghafian,
    “Chromatic alpha complexes,” <i>Foundations of Data Science</i>, vol. 8. AIMS,
    pp. 30–62, 2026.
  ista: Cultrera di Montesano S, Draganov O, Edelsbrunner H, Saghafian M. 2026. Chromatic
    alpha complexes. Foundations of Data Science. 8, 30–62.
  mla: Cultrera di Montesano, Sebastiano, et al. “Chromatic Alpha Complexes.” <i>Foundations
    of Data Science</i>, vol. 8, AIMS, 2026, pp. 30–62, doi:<a href="https://doi.org/10.3934/fods.2025003">10.3934/fods.2025003</a>.
  short: S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, M. Saghafian, Foundations
    of Data Science 8 (2026) 30–62.
corr_author: '1'
date_created: 2025-11-02T23:01:33Z
date_published: 2026-03-01T00:00:00Z
date_updated: 2026-10-02T11:56:12Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.3934/fods.2025003
ec_funded: 1
external_id:
  arxiv:
  - '2212.03128'
fulldoi: https://doi.org/10.3934/fods.2025003
has_accepted_license: '1'
intvolume: '         8'
keyword:
- Topological data analysis
- Delaunay mosaic
- alpha complex
- chromatic sets
- persistent homology
- kernel/image/cokernel persistent homology
- radius function
- discrete Morse theory
- exact sequences
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2212.03128
mathsc:
- 62R40
- 55N31
- 68T09
- 57Q70
month: '03'
oa: 1
oa_version: Preprint
page: 30-62
project:
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: 268116B8-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00342
  name: Mathematics, Computer Science
- _id: 2561EBF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I02979-N35
  name: Persistence and stability of geometric complexes
publication: Foundations of Data Science
publication_identifier:
  eissn:
  - 2639-8001
publication_status: published
publisher: AIMS
quality_controlled: '1'
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scopus_import: '1'
status: public
title: Chromatic alpha complexes
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 8
year: '2026'
...
---
OA_place: publisher
_id: '22804'
abstract:
- lang: eng
  text: 'Embryo cleavage — a series of rapid, reductive cell divisions — is the first
    morphogenetic movement following fertilisation. It lays the foundation for subsequent
    developmental events, including gastrulation, germ layer specification, organogenesis,
    and the establishment of the overall body plan. Two major modes of cleavage exist
    in the animal kingdom: holoblastic (complete) and meroblastic (incomplete) cleavage.
    Because holoblastic cleavage resembles canonical cytokinesis, its biochemical
    and mechanical basis has been extensively studied — an annular contractile ring
    forms at the equator and constricts in a purse-string-like manner, leading to
    the complete separation of two daughter cells. In contrast, although meroblastic
    cleavage occurs widely across the animal kingdom (e.g. in fish, reptiles, birds,
    and cephalopod molluscs), its mechanical basis remains largely unclear. During
    meroblastic cleavage, the cytokinetic furrow forms only at one pole and does not
    traverse the entire embryo, raising the question of how cytokinesis proceeds in
    the absence of a closed contractile ring. Moreover, the resulting daughter cells
    are not fully separated from the underlying yolk compartment, and how these blastomeres
    are subsequently cellularised remains unknown. This thesis takes the zebrafish
    as a model organism to address both questions. The first part characterises the
    biochemical and mechanical mechanisms underlying non-canonical meroblastic cleavage,
    revealing a two-phase process in which actomyosin cable contraction and cadherin-mediated
    membrane adhesion act sequentially to drive furrow ingression and invagination.
    The second part sheds light on the spatiotemporal dynamics by which individual
    blastomeres become cellularised, and uncovers a previously unrecognised contribution
    of central blastomeres to the yolk syncytial layer.'
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
acknowledgement: "I gratefully acknowledge the NOMIS Stiftung (Project ID 5061.844,
  Cytoplasmic\r\nself-organization into cell-like compartments as a common guiding
  principle in\r\nearly animal development) for funding my doctoral studies."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Xin
  full_name: Tong, Xin
  id: 50F65CDC-AA30-11E9-A72B-8A12E6697425
  last_name: Tong
citation:
  ama: Tong X. Towards a deeper understanding of meroblastic cleavage. 2026. doi:<a
    href="https://doi.org/10.15479/AT-ISTA-22804">10.15479/AT-ISTA-22804</a>
  apa: Tong, X. (2026). <i>Towards a deeper understanding of meroblastic cleavage</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-22804">https://doi.org/10.15479/AT-ISTA-22804</a>
  chicago: Tong, Xin. “Towards a Deeper Understanding of Meroblastic Cleavage.” Institute
    of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-22804">https://doi.org/10.15479/AT-ISTA-22804</a>.
  ieee: X. Tong, “Towards a deeper understanding of meroblastic cleavage,” Institute
    of Science and Technology Austria, 2026.
  ista: Tong X. 2026. Towards a deeper understanding of meroblastic cleavage. Institute
    of Science and Technology Austria.
  mla: Tong, Xin. <i>Towards a Deeper Understanding of Meroblastic Cleavage</i>. Institute
    of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-22804">10.15479/AT-ISTA-22804</a>.
  short: X. Tong, Towards a Deeper Understanding of Meroblastic Cleavage, Institute
    of Science and Technology Austria, 2026.
corr_author: '1'
date_created: 2026-09-04T11:54:20Z
date_published: 2026-07-12T00:00:00Z
date_updated: 2026-10-05T08:56:10Z
day: '12'
ddc:
- '596'
- '532'
- '572'
degree_awarded: PhD
department:
- _id: GradSch
- _id: CaHe
doi: 10.15479/AT-ISTA-22804
doi_confirm: '1'
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fulldoi: https://doi.org/10.15479/AT-ISTA-22804
has_accepted_license: '1'
keyword:
- meroblastic cleavage
- cytokinesis
- active gel theory
- embryogenesis
- zebrafish
- adhesion
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '121'
project:
- _id: 917c023a-16d5-11f0-9cad-eb5cafc52090
  name: Cytoplasmic self-organization into cell-like compartments as a common guiding
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publication_identifier:
  isbn:
  - 978-3-99078-080-0
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
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    relation: part_of_dissertation
    status: public
researchdata_availability: upon request
status: public
supervisor:
- first_name: Carl-Philipp J
  full_name: Heisenberg, Carl-Philipp J
  id: 39427864-F248-11E8-B48F-1D18A9856A87
  last_name: Heisenberg
  orcid: 0000-0002-0912-4566
title: Towards a deeper understanding of meroblastic cleavage
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  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: dissertation
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year: '2026'
...
---
OA_place: repository
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acknowledged_ssus:
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- _id: LifeSc
article_processing_charge: No
author:
- first_name: Xin
  full_name: Tong, Xin
  id: 50F65CDC-AA30-11E9-A72B-8A12E6697425
  last_name: Tong
citation:
  ama: Tong X. Towards a deeper understanding of meroblastic cleavage - supplementary
    movies. 2026. doi:<a href="https://doi.org/10.15479/AT-ISTA-22777">10.15479/AT-ISTA-22777</a>
  apa: Tong, X. (2026). Towards a deeper understanding of meroblastic cleavage - supplementary
    movies. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-22777">https://doi.org/10.15479/AT-ISTA-22777</a>
  chicago: Tong, Xin. “Towards a Deeper Understanding of Meroblastic Cleavage - Supplementary
    Movies.” Institute of Science and Technology Austria, 2026. <a href="https://doi.org/10.15479/AT-ISTA-22777">https://doi.org/10.15479/AT-ISTA-22777</a>.
  ieee: X. Tong, “Towards a deeper understanding of meroblastic cleavage - supplementary
    movies.” Institute of Science and Technology Austria, 2026.
  ista: Tong X. 2026. Towards a deeper understanding of meroblastic cleavage - supplementary
    movies, Institute of Science and Technology Austria, <a href="https://doi.org/10.15479/AT-ISTA-22777">10.15479/AT-ISTA-22777</a>.
  mla: Tong, Xin. <i>Towards a Deeper Understanding of Meroblastic Cleavage - Supplementary
    Movies</i>. Institute of Science and Technology Austria, 2026, doi:<a href="https://doi.org/10.15479/AT-ISTA-22777">10.15479/AT-ISTA-22777</a>.
  short: X. Tong, (2026).
corr_author: '1'
date_created: 2026-09-03T10:48:15Z
date_published: 2026-09-04T00:00:00Z
date_updated: 2026-10-05T08:56:09Z
day: '4'
department:
- _id: GradSch
- _id: CaHe
doi: 10.15479/AT-ISTA-22777
doi_confirm: '1'
ec_funded: 1
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month: '9'
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oa_version: None
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  call_identifier: H2020
  grant_number: '851288'
  name: Design Principles of Branching Morphogenesis
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '22804'
    relation: used_in_publication
    status: public
status: public
title: Towards a deeper understanding of meroblastic cleavage - supplementary movies
tmp:
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abstract:
- lang: eng
  text: We investigate whether the nonaccreting phases found in thin, locally isothermal
    circumbinary disks survive when the disk thermodynamics are evolved self-consistently.
    We present grid-based hydrodynamics simulations of circumbinary accretion with
    an energy equation that includes viscous and hydrodynamic heating coupled to radiative
    blackbody cooling in the high-Mach number regime. We find that, although gas accumulates
    and heats at the far edge of the circumbinary cavity, the regions that launch
    accretion streams remain comparatively cold, leading to potentially long-lived
    suppression of the binary accretion rate as the large-scale feeding rate is reduced
    towards the Eddington limit. This runaway nonaccretion problem, however, is weakened
    relative to locally isothermal solutions. Despite their low accretion rates, binaries
    interacting with disks in a nonaccreting phase can remain sufficiently luminous
    and variable at optical and near-infrared frequencies to be detectable in upcoming
    wide-field surveys such as LSST and the Roman Space Telescope. Because of the
    effective truncation of the surrounding disk, though, such systems are comparatively
    faint in high energy, photoionizing emission, and may therefore appear as intrinsically
    X-ray–weak active galactic nuclei with weak or absent emission line features.
    We additionally suggest an update to grid-based sink prescriptions for approximating
    mass loss across an unresolved horizon when including an energy conservation equation.
acknowledgement: "This work was supported by the European Union’s Horizon 2023 research
  and innovation program under Marie Sklodowska-Curie grant agreement No. 101148364,
  and by Sapere Aude Starting grant No. 121587 through the Danish Independent Research
  Fund. It was additionally supported by NSF AAG No. 2511544. CT acknowledges many
  helpful conversations on binary accretion at the workshop Climbing Cosmic Peaks
  through the Sexten Center for Astrophysics Riccardo Giacconi. In particular, we
  thank Zoltan Haiman and Massimo Dotti for discussions on optical time-domain searches;
  Andrew MacFadyen, Alessia Franchini, Magdalena Siwek, and Mark Avara for conversations
  on binary accretion dynamics; Alessandra De Rosa for an insightful question on ionizing
  emission; and Jessie Runnoe for slope-side discussions on AGN broad-line regions.
  C.T. additionally thanks Jonathan Zrake for helpful comments on this manuscript
  and the anonymous reviewer for an engaging and insightful report. This work was
  conceived of, performed, and written by humans: C.T., D.O.N., D.J.D. Computation
  time was supported through the Tycho supercomputer hosted at the SCIENCE HPC center
  at the University of Copenhagen.\r\nSoftware: Sailfish (J. Zrake & A. MacFadyen
  2024), numpy (C. R. Harris et al. 2020), scipy (P. Virtanen et al. 2020), matplotlib
  (J. D. Hunter 2007), cmasher (E. van der Velden 2020)."
article_number: '26'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Christopher
  full_name: Tiede, Christopher
  last_name: Tiede
- first_name: David W
  full_name: O'Neill, David W
  id: 3fc12674-2d69-11f1-a6bf-b826b45a1150
  last_name: O'Neill
- first_name: Daniel J.
  full_name: D’Orazio, Daniel J.
  last_name: D’Orazio
citation:
  ama: Tiede C, O’Neill DW, D’Orazio DJ. Dynamics and detectability of long-lived
    nonaccretion phases for massive Black Hole binaries in cold thermally regulating
    disks. <i>The Astrophysical Journal</i>. 2026;1008(1). doi:<a href="https://doi.org/10.3847/1538-4357/ae914e">10.3847/1538-4357/ae914e</a>
  apa: Tiede, C., O’Neill, D. W., &#38; D’Orazio, D. J. (2026). Dynamics and detectability
    of long-lived nonaccretion phases for massive Black Hole binaries in cold thermally
    regulating disks. <i>The Astrophysical Journal</i>. IOP Publishing. <a href="https://doi.org/10.3847/1538-4357/ae914e">https://doi.org/10.3847/1538-4357/ae914e</a>
  chicago: Tiede, Christopher, David W O’Neill, and Daniel J. D’Orazio. “Dynamics
    and Detectability of Long-Lived Nonaccretion Phases for Massive Black Hole Binaries
    in Cold Thermally Regulating Disks.” <i>The Astrophysical Journal</i>. IOP Publishing,
    2026. <a href="https://doi.org/10.3847/1538-4357/ae914e">https://doi.org/10.3847/1538-4357/ae914e</a>.
  ieee: C. Tiede, D. W. O’Neill, and D. J. D’Orazio, “Dynamics and detectability of
    long-lived nonaccretion phases for massive Black Hole binaries in cold thermally
    regulating disks,” <i>The Astrophysical Journal</i>, vol. 1008, no. 1. IOP Publishing,
    2026.
  ista: Tiede C, O’Neill DW, D’Orazio DJ. 2026. Dynamics and detectability of long-lived
    nonaccretion phases for massive Black Hole binaries in cold thermally regulating
    disks. The Astrophysical Journal. 1008(1), 26.
  mla: Tiede, Christopher, et al. “Dynamics and Detectability of Long-Lived Nonaccretion
    Phases for Massive Black Hole Binaries in Cold Thermally Regulating Disks.” <i>The
    Astrophysical Journal</i>, vol. 1008, no. 1, 26, IOP Publishing, 2026, doi:<a
    href="https://doi.org/10.3847/1538-4357/ae914e">10.3847/1538-4357/ae914e</a>.
  short: C. Tiede, D.W. O’Neill, D.J. D’Orazio, The Astrophysical Journal 1008 (2026).
das_tickbox: '0'
date_created: 2026-09-20T22:01:48Z
date_published: 2026-09-01T00:00:00Z
date_updated: 2026-10-06T10:45:07Z
day: '01'
ddc:
- '520'
department:
- _id: ZoHa
doi: 10.3847/1538-4357/ae914e
external_id:
  arxiv:
  - '2606.04082'
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has_accepted_license: '1'
intvolume: '      1008'
issue: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
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: Dynamics and detectability of long-lived nonaccretion phases for massive Black
  Hole binaries in cold thermally regulating disks
tmp:
  image: /images/cc_by.png
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  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1008
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...
