---
_id: '9007'
abstract:
- lang: eng
  text: Motivated by a recent question of Peyre, we apply the Hardy–Littlewood circle
    method to count “sufficiently free” rational points of bounded height on arbitrary
    smooth projective hypersurfaces of low degree that are defined over the rationals.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Timothy D
  full_name: Browning, Timothy D
  id: 35827D50-F248-11E8-B48F-1D18A9856A87
  last_name: Browning
  orcid: 0000-0002-8314-0177
- first_name: Will
  full_name: Sawin, Will
  last_name: Sawin
citation:
  ama: Browning TD, Sawin W. Free rational points on smooth hypersurfaces. <i>Commentarii
    Mathematici Helvetici</i>. 2020;95(4):635-659. doi:<a href="https://doi.org/10.4171/CMH/499">10.4171/CMH/499</a>
  apa: Browning, T. D., &#38; Sawin, W. (2020). Free rational points on smooth hypersurfaces.
    <i>Commentarii Mathematici Helvetici</i>. EMS Press. <a href="https://doi.org/10.4171/CMH/499">https://doi.org/10.4171/CMH/499</a>
  chicago: Browning, Timothy D, and Will Sawin. “Free Rational Points on Smooth Hypersurfaces.”
    <i>Commentarii Mathematici Helvetici</i>. EMS Press, 2020. <a href="https://doi.org/10.4171/CMH/499">https://doi.org/10.4171/CMH/499</a>.
  ieee: T. D. Browning and W. Sawin, “Free rational points on smooth hypersurfaces,”
    <i>Commentarii Mathematici Helvetici</i>, vol. 95, no. 4. EMS Press, pp. 635–659,
    2020.
  ista: Browning TD, Sawin W. 2020. Free rational points on smooth hypersurfaces.
    Commentarii Mathematici Helvetici. 95(4), 635–659.
  mla: Browning, Timothy D., and Will Sawin. “Free Rational Points on Smooth Hypersurfaces.”
    <i>Commentarii Mathematici Helvetici</i>, vol. 95, no. 4, EMS Press, 2020, pp.
    635–59, doi:<a href="https://doi.org/10.4171/CMH/499">10.4171/CMH/499</a>.
  short: T.D. Browning, W. Sawin, Commentarii Mathematici Helvetici 95 (2020) 635–659.
das_tickbox: '1'
date_created: 2021-01-17T23:01:11Z
date_published: 2020-12-07T00:00:00Z
date_updated: 2026-07-06T11:54:01Z
day: '07'
department:
- _id: TiBr
doi: 10.4171/CMH/499
external_id:
  arxiv:
  - '1906.08463'
  isi:
  - '000596833300001'
intvolume: '        95'
isi: 1
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1906.08463
month: '12'
oa: 1
oa_version: Preprint
page: 635-659
publication: Commentarii Mathematici Helvetici
publication_identifier:
  eissn:
  - 1420-8946
  issn:
  - 0010-2571
publication_status: published
publisher: EMS Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Free rational points on smooth hypersurfaces
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 95
year: '2020'
...
---
_id: '15070'
abstract:
- lang: eng
  text: This workshop focused on interactions between the various perspectives on
    the moduli space of Higgs bundles over a Riemann surface. This subject draws on
    algebraic geometry, geometric topology, geometric analysis and mathematical physics,
    and the goal was to promote interactions between these various branches of the
    subject. The main current directions of research were well represented by the
    participants, and the talks included many from both senior and junior participants.
article_processing_charge: No
article_type: original
author:
- first_name: Lara
  full_name: Anderson, Lara
  last_name: Anderson
- first_name: Tamás
  full_name: Hausel, Tamás
  id: 4A0666D8-F248-11E8-B48F-1D18A9856A87
  last_name: Hausel
  orcid: 0000-0002-9582-2634
- first_name: Rafe
  full_name: Mazzeo, Rafe
  last_name: Mazzeo
- first_name: Laura
  full_name: Schaposnik, Laura
  last_name: Schaposnik
citation:
  ama: Anderson L, Hausel T, Mazzeo R, Schaposnik L. Geometry and physics of Higgs
    bundles. <i>Oberwolfach Reports</i>. 2020;16(2):1357-1417. doi:<a href="https://doi.org/10.4171/owr/2019/23">10.4171/owr/2019/23</a>
  apa: Anderson, L., Hausel, T., Mazzeo, R., &#38; Schaposnik, L. (2020). Geometry
    and physics of Higgs bundles. <i>Oberwolfach Reports</i>. EMS Press. <a href="https://doi.org/10.4171/owr/2019/23">https://doi.org/10.4171/owr/2019/23</a>
  chicago: Anderson, Lara, Tamás Hausel, Rafe Mazzeo, and Laura Schaposnik. “Geometry
    and Physics of Higgs Bundles.” <i>Oberwolfach Reports</i>. EMS Press, 2020. <a
    href="https://doi.org/10.4171/owr/2019/23">https://doi.org/10.4171/owr/2019/23</a>.
  ieee: L. Anderson, T. Hausel, R. Mazzeo, and L. Schaposnik, “Geometry and physics
    of Higgs bundles,” <i>Oberwolfach Reports</i>, vol. 16, no. 2. EMS Press, pp.
    1357–1417, 2020.
  ista: Anderson L, Hausel T, Mazzeo R, Schaposnik L. 2020. Geometry and physics of
    Higgs bundles. Oberwolfach Reports. 16(2), 1357–1417.
  mla: Anderson, Lara, et al. “Geometry and Physics of Higgs Bundles.” <i>Oberwolfach
    Reports</i>, vol. 16, no. 2, EMS Press, 2020, pp. 1357–417, doi:<a href="https://doi.org/10.4171/owr/2019/23">10.4171/owr/2019/23</a>.
  short: L. Anderson, T. Hausel, R. Mazzeo, L. Schaposnik, Oberwolfach Reports 16
    (2020) 1357–1417.
das_tickbox: '1'
date_created: 2024-03-04T11:36:31Z
date_published: 2020-06-04T00:00:00Z
date_updated: 2026-07-06T11:52:54Z
day: '04'
department:
- _id: TaHa
doi: 10.4171/owr/2019/23
intvolume: '        16'
issue: '2'
keyword:
- Organic Chemistry
- Biochemistry
language:
- iso: eng
month: '06'
oa_version: None
page: 1357-1417
publication: Oberwolfach Reports
publication_identifier:
  issn:
  - 1660-8933
publication_status: published
publisher: EMS Press
quality_controlled: '1'
status: public
title: Geometry and physics of Higgs bundles
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 16
year: '2020'
...
---
_id: '15072'
abstract:
- lang: eng
  text: The interaction among fundamental particles in nature leads to many interesting
    effects in quantum statistical mechanics; examples include superconductivity for
    charged systems and superfluidity in cold gases. It is a huge challenge for mathematical
    physics to understand the collective behavior of systems containing a large number
    of particles, emerging from known microscopic interactions. In this workshop we
    brought together researchers working on different aspects of many-body quantum
    mechanics to discuss recent developments, exchange ideas and propose new challenges
    and research directions.
article_processing_charge: No
article_type: original
author:
- first_name: Christian
  full_name: Hainzl, Christian
  last_name: Hainzl
- first_name: Benjamin
  full_name: Schlein, Benjamin
  last_name: Schlein
- first_name: Robert
  full_name: Seiringer, Robert
  id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
  last_name: Seiringer
  orcid: 0000-0002-6781-0521
- first_name: Simone
  full_name: Warzel, Simone
  last_name: Warzel
citation:
  ama: Hainzl C, Schlein B, Seiringer R, Warzel S. Many-body quantum systems. <i>Oberwolfach
    Reports</i>. 2020;16(3):2541-2603. doi:<a href="https://doi.org/10.4171/owr/2019/41">10.4171/owr/2019/41</a>
  apa: Hainzl, C., Schlein, B., Seiringer, R., &#38; Warzel, S. (2020). Many-body
    quantum systems. <i>Oberwolfach Reports</i>. EMS Press. <a href="https://doi.org/10.4171/owr/2019/41">https://doi.org/10.4171/owr/2019/41</a>
  chicago: Hainzl, Christian, Benjamin Schlein, Robert Seiringer, and Simone Warzel.
    “Many-Body Quantum Systems.” <i>Oberwolfach Reports</i>. EMS Press, 2020. <a href="https://doi.org/10.4171/owr/2019/41">https://doi.org/10.4171/owr/2019/41</a>.
  ieee: C. Hainzl, B. Schlein, R. Seiringer, and S. Warzel, “Many-body quantum systems,”
    <i>Oberwolfach Reports</i>, vol. 16, no. 3. EMS Press, pp. 2541–2603, 2020.
  ista: Hainzl C, Schlein B, Seiringer R, Warzel S. 2020. Many-body quantum systems.
    Oberwolfach Reports. 16(3), 2541–2603.
  mla: Hainzl, Christian, et al. “Many-Body Quantum Systems.” <i>Oberwolfach Reports</i>,
    vol. 16, no. 3, EMS Press, 2020, pp. 2541–603, doi:<a href="https://doi.org/10.4171/owr/2019/41">10.4171/owr/2019/41</a>.
  short: C. Hainzl, B. Schlein, R. Seiringer, S. Warzel, Oberwolfach Reports 16 (2020)
    2541–2603.
das_tickbox: '1'
date_created: 2024-03-04T11:46:12Z
date_published: 2020-09-10T00:00:00Z
date_updated: 2026-07-06T11:53:09Z
day: '10'
department:
- _id: RoSe
doi: 10.4171/owr/2019/41
intvolume: '        16'
issue: '3'
language:
- iso: eng
month: '09'
oa_version: None
page: 2541-2603
publication: Oberwolfach Reports
publication_identifier:
  issn:
  - 1660-8933
publication_status: published
publisher: EMS Press
quality_controlled: '1'
status: public
title: Many-body quantum systems
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 16
year: '2020'
...
---
_id: '8973'
abstract:
- lang: eng
  text: We consider the symmetric simple exclusion process in Zd with quenched bounded
    dynamic random conductances and prove its hydrodynamic limit in path space. The
    main tool is the connection, due to the self-duality of the process, between the
    invariance principle for single particles starting from all points and the macroscopic
    behavior of the density field. While the hydrodynamic limit at fixed macroscopic
    times is obtained via a generalization to the time-inhomogeneous context of the
    strategy introduced in [41], in order to prove tightness for the sequence of empirical
    density fields we develop a new criterion based on the notion of uniform conditional
    stochastic continuity, following [50]. In conclusion, we show that uniform elliptic
    dynamic conductances provide an example of environments in which the so-called
    arbitrary starting point invariance principle may be derived from the invariance
    principle of a single particle starting from the origin. Therefore, our hydrodynamics
    result applies to the examples of quenched environments considered in, e.g., [1],
    [3], [6] in combination with the hypothesis of uniform ellipticity.
acknowledgement: "We warmly thank S.R.S. Varadhan for many enlightening discussions
  at an early stage of this work. We are indebted to Francesca Collet for fruitful
  discussions and constant support all throughout this work. We thank Simone Floreani\r\nand
  Alberto Chiarini for helpful conversations on the final part of this paper as well
  as both referees for their careful reading and for raising relevant issues on some
  weak points contained in a previous version of this manuscript; we believe this
  helped us to improve it.\r\nPart of this work was done during the authors’ stay
  at the Institut Henri Poincaré (UMS 5208 CNRS-Sorbonne Université) – Centre Emile
  Borel during the trimester Stochastic Dynamics Out of Equilibrium. The authors thank
  this institution for hospitality and support (through LabEx CARMIN, ANR-10-LABX-59-01).
  F.S. thanks laboratoire\r\nMAP5 of Université de Paris, and E.S. thanks Delft University,
  for financial support and hospitality. F.S. acknowledges NWO for financial support
  via the TOP1 grant 613.001.552 as well as funding from the European Union’s Horizon
  2020 research and innovation programme under the Marie-Skłodowska-Curie grant agreement
  No. 754411. This research has been conducted within the FP2M federation (CNRS FR
  2036)."
article_number: '138'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Frank
  full_name: Redig, Frank
  last_name: Redig
- first_name: Ellen
  full_name: Saada, Ellen
  last_name: Saada
- first_name: Federico
  full_name: Sau, Federico
  id: E1836206-9F16-11E9-8814-AEFDE5697425
  last_name: Sau
citation:
  ama: 'Redig F, Saada E, Sau F. Symmetric simple exclusion process in dynamic environment:
    Hydrodynamics. <i>Electronic Journal of Probability</i>. 2020;25. doi:<a href="https://doi.org/10.1214/20-EJP536">10.1214/20-EJP536</a>'
  apa: 'Redig, F., Saada, E., &#38; Sau, F. (2020). Symmetric simple exclusion process
    in dynamic environment: Hydrodynamics. <i>Electronic Journal of Probability</i>.
    Institute of Mathematical Statistics. <a href="https://doi.org/10.1214/20-EJP536">https://doi.org/10.1214/20-EJP536</a>'
  chicago: 'Redig, Frank, Ellen Saada, and Federico Sau. “Symmetric Simple Exclusion
    Process in Dynamic Environment: Hydrodynamics.” <i>Electronic Journal of Probability</i>.
    Institute of Mathematical Statistics, 2020. <a href="https://doi.org/10.1214/20-EJP536">https://doi.org/10.1214/20-EJP536</a>.'
  ieee: 'F. Redig, E. Saada, and F. Sau, “Symmetric simple exclusion process in dynamic
    environment: Hydrodynamics,” <i>Electronic Journal of Probability</i>, vol. 25.
    Institute of Mathematical Statistics, 2020.'
  ista: 'Redig F, Saada E, Sau F. 2020. Symmetric simple exclusion process in dynamic
    environment: Hydrodynamics. Electronic Journal of Probability. 25, 138.'
  mla: 'Redig, Frank, et al. “Symmetric Simple Exclusion Process in Dynamic Environment:
    Hydrodynamics.” <i>Electronic Journal of Probability</i>, vol. 25, 138, Institute
    of Mathematical Statistics, 2020, doi:<a href="https://doi.org/10.1214/20-EJP536">10.1214/20-EJP536</a>.'
  short: F. Redig, E. Saada, F. Sau, Electronic Journal of Probability 25 (2020).
das_tickbox: '1'
date_created: 2020-12-27T23:01:17Z
date_published: 2020-10-21T00:00:00Z
date_updated: 2026-07-06T12:04:40Z
day: '21'
ddc:
- '510'
department:
- _id: JaMa
doi: 10.1214/20-EJP536
ec_funded: 1
external_id:
  arxiv:
  - '1811.01366'
  isi:
  - '000591737500001'
file:
- access_level: open_access
  checksum: d75359b9814e78d57c0a481b7cde3751
  content_type: application/pdf
  creator: dernst
  date_created: 2020-12-28T08:24:08Z
  date_updated: 2020-12-28T08:24:08Z
  file_id: '8976'
  file_name: 2020_ElectronJProbab_Redig.pdf
  file_size: 696653
  relation: main_file
  success: 1
file_date_updated: 2020-12-28T08:24:08Z
has_accepted_license: '1'
intvolume: '        25'
isi: 1
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: Electronic Journal of Probability
publication_identifier:
  eissn:
  - 1083-6489
publication_status: published
publisher: Institute of Mathematical Statistics
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Symmetric simple exclusion process in dynamic environment: Hydrodynamics'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 25
year: '2020'
...
---
_id: '8040'
abstract:
- lang: eng
  text: The mitochondrial respiratory chain, formed by five protein complexes, utilizes
    energy from catabolic processes to synthesize ATP. Complex I, the first and the
    largest protein complex of the chain, harvests electrons from NADH to reduce quinone,
    while pumping protons across the mitochondrial membrane. Detailed knowledge of
    the working principle of such coupled charge-transfer processes remains, however,
    fragmentary due to bottlenecks in understanding redox-driven conformational transitions
    and their interplay with the hydrated proton pathways. Complex I from Thermus
    thermophilus encases 16 subunits with nine iron–sulfur clusters, reduced by electrons
    from NADH. Here, employing the latest crystal structure of T. thermophilus complex
    I, we have used microsecond-scale molecular dynamics simulations to study the
    chemo-mechanical coupling between redox changes of the iron–sulfur clusters and
    conformational transitions across complex I. First, we identify the redox switches
    within complex I, which allosterically couple the dynamics of the quinone binding
    pocket to the site of NADH reduction. Second, our free-energy calculations reveal
    that the affinity of the quinone, specifically menaquinone, for the binding-site
    is higher than that of its reduced, menaquinol form—a design essential for menaquinol
    release. Remarkably, the barriers to diffusive menaquinone dynamics are lesser
    than that of the more ubiquitous ubiquinone, and the naphthoquinone headgroup
    of the former furnishes stronger binding interactions with the pocket, favoring
    menaquinone for charge transport in T. thermophilus. Our computations are consistent
    with experimentally validated mutations and hierarchize the key residues into
    three functional classes, identifying new mutation targets. Third, long-range
    hydrogen-bond networks connecting the quinone-binding site to the transmembrane
    subunits are found to be responsible for proton pumping. Put together, the simulations
    reveal the molecular design principles linking redox reactions to quinone turnover
    to proton translocation in complex I.
article_processing_charge: No
article_type: original
author:
- first_name: Chitrak
  full_name: Gupta, Chitrak
  last_name: Gupta
- first_name: Umesh
  full_name: Khaniya, Umesh
  last_name: Khaniya
- first_name: Chun Kit
  full_name: Chan, Chun Kit
  last_name: Chan
- first_name: Francois
  full_name: Dehez, Francois
  last_name: Dehez
- first_name: Mrinal
  full_name: Shekhar, Mrinal
  last_name: Shekhar
- first_name: M. R.
  full_name: Gunner, M. R.
  last_name: Gunner
- first_name: Leonid A
  full_name: Sazanov, Leonid A
  id: 338D39FE-F248-11E8-B48F-1D18A9856A87
  last_name: Sazanov
  orcid: 0000-0002-0977-7989
- first_name: Christophe
  full_name: Chipot, Christophe
  last_name: Chipot
- first_name: Abhishek
  full_name: Singharoy, Abhishek
  last_name: Singharoy
citation:
  ama: Gupta C, Khaniya U, Chan CK, et al. Charge transfer and chemo-mechanical coupling
    in respiratory complex I. <i>Journal of the American Chemical Society</i>. 2020;142(20):9220-9230.
    doi:<a href="https://doi.org/10.1021/jacs.9b13450">10.1021/jacs.9b13450</a>
  apa: Gupta, C., Khaniya, U., Chan, C. K., Dehez, F., Shekhar, M., Gunner, M. R.,
    … Singharoy, A. (2020). Charge transfer and chemo-mechanical coupling in respiratory
    complex I. <i>Journal of the American Chemical Society</i>. American Chemical
    Society. <a href="https://doi.org/10.1021/jacs.9b13450">https://doi.org/10.1021/jacs.9b13450</a>
  chicago: Gupta, Chitrak, Umesh Khaniya, Chun Kit Chan, Francois Dehez, Mrinal Shekhar,
    M. R. Gunner, Leonid A Sazanov, Christophe Chipot, and Abhishek Singharoy. “Charge
    Transfer and Chemo-Mechanical Coupling in Respiratory Complex I.” <i>Journal of
    the American Chemical Society</i>. American Chemical Society, 2020. <a href="https://doi.org/10.1021/jacs.9b13450">https://doi.org/10.1021/jacs.9b13450</a>.
  ieee: C. Gupta <i>et al.</i>, “Charge transfer and chemo-mechanical coupling in
    respiratory complex I,” <i>Journal of the American Chemical Society</i>, vol.
    142, no. 20. American Chemical Society, pp. 9220–9230, 2020.
  ista: Gupta C, Khaniya U, Chan CK, Dehez F, Shekhar M, Gunner MR, Sazanov LA, Chipot
    C, Singharoy A. 2020. Charge transfer and chemo-mechanical coupling in respiratory
    complex I. Journal of the American Chemical Society. 142(20), 9220–9230.
  mla: Gupta, Chitrak, et al. “Charge Transfer and Chemo-Mechanical Coupling in Respiratory
    Complex I.” <i>Journal of the American Chemical Society</i>, vol. 142, no. 20,
    American Chemical Society, 2020, pp. 9220–30, doi:<a href="https://doi.org/10.1021/jacs.9b13450">10.1021/jacs.9b13450</a>.
  short: C. Gupta, U. Khaniya, C.K. Chan, F. Dehez, M. Shekhar, M.R. Gunner, L.A.
    Sazanov, C. Chipot, A. Singharoy, Journal of the American Chemical Society 142
    (2020) 9220–9230.
corr_author: '1'
date_created: 2020-06-29T07:59:35Z
date_published: 2020-05-20T00:00:00Z
date_updated: 2026-07-06T12:16:34Z
day: '20'
department:
- _id: LeSa
doi: 10.1021/jacs.9b13450
external_id:
  isi:
  - '000537415600020'
  pmid:
  - '32347721'
intvolume: '       142'
isi: 1
issue: '20'
language:
- iso: eng
month: '05'
oa_version: None
page: 9220-9230
pmid: 1
publication: Journal of the American Chemical Society
publication_identifier:
  eissn:
  - 1520-5126
  issn:
  - 0002-7863
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
related_material:
  record:
  - id: '9878'
    relation: research_data
    status: public
  - id: '9326'
    relation: research_data
    status: public
  - id: '9713'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Charge transfer and chemo-mechanical coupling in respiratory complex I
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 142
year: '2020'
...
---
_id: '7166'
abstract:
- lang: eng
  text: In the living cell, we encounter a large variety of motile processes such
    as organelle transport and cytoskeleton remodeling. These processes are driven
    by motor proteins that generate force by transducing chemical free energy into
    mechanical work. In many cases, the molecular motors work in teams to collectively
    generate larger forces. Recent optical trapping experiments on small teams of
    cytoskeletal motors indicated that the collectively generated force increases
    with the size of the motor team but that this increase depends on the motor type
    and on whether the motors are studied in vitro or in vivo. Here, we use the theory
    of stochastic processes to describe the motion of N motors in a stationary optical
    trap and to compute the N-dependence of the collectively generated forces. We
    consider six distinct motor types, two kinesins, two dyneins, and two myosins.
    We show that the force increases always linearly with N but with a prefactor that
    depends on the performance of the single motor. Surprisingly, this prefactor increases
    for weaker motors with a lower stall force. This counter-intuitive behavior reflects
    the increased probability with which stronger motors detach from the filament
    during strain generation. Our theoretical results are in quantitative agreement
    with experimental data on small teams of kinesin-1 motors.
article_processing_charge: No
article_type: letter_note
author:
- first_name: Mehmet C
  full_name: Ucar, Mehmet C
  id: 50B2A802-6007-11E9-A42B-EB23E6697425
  last_name: Ucar
  orcid: 0000-0003-0506-4217
- first_name: Reinhard
  full_name: Lipowsky, Reinhard
  last_name: Lipowsky
citation:
  ama: Ucar MC, Lipowsky R. Collective force generation by molecular motors is determined
    by strain-induced unbinding. <i>Nano Letters</i>. 2020;20(1):669-676. doi:<a href="https://doi.org/10.1021/acs.nanolett.9b04445">10.1021/acs.nanolett.9b04445</a>
  apa: Ucar, M. C., &#38; Lipowsky, R. (2020). Collective force generation by molecular
    motors is determined by strain-induced unbinding. <i>Nano Letters</i>. American
    Chemical Society. <a href="https://doi.org/10.1021/acs.nanolett.9b04445">https://doi.org/10.1021/acs.nanolett.9b04445</a>
  chicago: Ucar, Mehmet C, and Reinhard Lipowsky. “Collective Force Generation by
    Molecular Motors Is Determined by Strain-Induced Unbinding.” <i>Nano Letters</i>.
    American Chemical Society, 2020. <a href="https://doi.org/10.1021/acs.nanolett.9b04445">https://doi.org/10.1021/acs.nanolett.9b04445</a>.
  ieee: M. C. Ucar and R. Lipowsky, “Collective force generation by molecular motors
    is determined by strain-induced unbinding,” <i>Nano Letters</i>, vol. 20, no.
    1. American Chemical Society, pp. 669–676, 2020.
  ista: Ucar MC, Lipowsky R. 2020. Collective force generation by molecular motors
    is determined by strain-induced unbinding. Nano Letters. 20(1), 669–676.
  mla: Ucar, Mehmet C., and Reinhard Lipowsky. “Collective Force Generation by Molecular
    Motors Is Determined by Strain-Induced Unbinding.” <i>Nano Letters</i>, vol. 20,
    no. 1, American Chemical Society, 2020, pp. 669–76, doi:<a href="https://doi.org/10.1021/acs.nanolett.9b04445">10.1021/acs.nanolett.9b04445</a>.
  short: M.C. Ucar, R. Lipowsky, Nano Letters 20 (2020) 669–676.
corr_author: '1'
date_created: 2019-12-10T15:36:05Z
date_published: 2020-01-08T00:00:00Z
date_updated: 2026-07-06T12:14:33Z
day: '08'
ddc:
- '570'
department:
- _id: EdHa
doi: 10.1021/acs.nanolett.9b04445
external_id:
  isi:
  - '000507151600087'
  pmid:
  - '31797672'
intvolume: '        20'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1021/acs.nanolett.9b04445
month: '01'
oa: 1
oa_version: Published Version
page: 669-676
pmid: 1
publication: Nano Letters
publication_identifier:
  eissn:
  - 1530-6992
  issn:
  - 1530-6984
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
related_material:
  record:
  - id: '9726'
    relation: research_data
    status: public
  - id: '9885'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Collective force generation by molecular motors is determined by strain-induced
  unbinding
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 20
year: '2020'
...
---
_id: '9713'
abstract:
- lang: eng
  text: Additional analyses of the trajectories
article_processing_charge: No
author:
- first_name: Chitrak
  full_name: Gupta, Chitrak
  last_name: Gupta
- first_name: Umesh
  full_name: Khaniya, Umesh
  last_name: Khaniya
- first_name: Chun Kit
  full_name: Chan, Chun Kit
  last_name: Chan
- first_name: Francois
  full_name: Dehez, Francois
  last_name: Dehez
- first_name: Mrinal
  full_name: Shekhar, Mrinal
  last_name: Shekhar
- first_name: M.R.
  full_name: Gunner, M.R.
  last_name: Gunner
- first_name: Leonid A
  full_name: Sazanov, Leonid A
  id: 338D39FE-F248-11E8-B48F-1D18A9856A87
  last_name: Sazanov
  orcid: 0000-0002-0977-7989
- first_name: Christophe
  full_name: Chipot, Christophe
  last_name: Chipot
- first_name: Abhishek
  full_name: Singharoy, Abhishek
  last_name: Singharoy
citation:
  ama: Gupta C, Khaniya U, Chan CK, et al. Supporting information. 2020. doi:<a href="https://doi.org/10.1021/jacs.9b13450.s001">10.1021/jacs.9b13450.s001</a>
  apa: Gupta, C., Khaniya, U., Chan, C. K., Dehez, F., Shekhar, M., Gunner, M. R.,
    … Singharoy, A. (2020). Supporting information. American Chemical Society. <a
    href="https://doi.org/10.1021/jacs.9b13450.s001">https://doi.org/10.1021/jacs.9b13450.s001</a>
  chicago: Gupta, Chitrak, Umesh Khaniya, Chun Kit Chan, Francois Dehez, Mrinal Shekhar,
    M.R. Gunner, Leonid A Sazanov, Christophe Chipot, and Abhishek Singharoy. “Supporting
    Information.” American Chemical Society, 2020. <a href="https://doi.org/10.1021/jacs.9b13450.s001">https://doi.org/10.1021/jacs.9b13450.s001</a>.
  ieee: C. Gupta <i>et al.</i>, “Supporting information.” American Chemical Society,
    2020.
  ista: Gupta C, Khaniya U, Chan CK, Dehez F, Shekhar M, Gunner MR, Sazanov LA, Chipot
    C, Singharoy A. 2020. Supporting information, American Chemical Society, <a href="https://doi.org/10.1021/jacs.9b13450.s001">10.1021/jacs.9b13450.s001</a>.
  mla: Gupta, Chitrak, et al. <i>Supporting Information</i>. American Chemical Society,
    2020, doi:<a href="https://doi.org/10.1021/jacs.9b13450.s001">10.1021/jacs.9b13450.s001</a>.
  short: C. Gupta, U. Khaniya, C.K. Chan, F. Dehez, M. Shekhar, M.R. Gunner, L.A.
    Sazanov, C. Chipot, A. Singharoy, (2020).
date_created: 2021-07-23T12:02:39Z
date_published: 2020-05-20T00:00:00Z
date_updated: 2026-07-06T12:16:34Z
day: '20'
department:
- _id: LeSa
doi: 10.1021/jacs.9b13450.s001
month: '05'
oa_version: Published Version
publisher: American Chemical Society
related_material:
  record:
  - id: '8040'
    relation: used_in_publication
    status: public
status: public
title: Supporting information
type: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '9885'
abstract:
- lang: eng
  text: Data obtained from the fine-grained simulations used in Figures 2-5, data
    obtained from the coarse-grained numerical calculations used in Figure 6, and
    a sample script for the fine-grained simulation as a Jupyter notebook (ZIP)
article_processing_charge: No
author:
- first_name: Mehmet C
  full_name: Ucar, Mehmet C
  id: 50B2A802-6007-11E9-A42B-EB23E6697425
  last_name: Ucar
  orcid: 0000-0003-0506-4217
- first_name: Reinhard
  full_name: Lipowsky, Reinhard
  last_name: Lipowsky
citation:
  ama: Ucar MC, Lipowsky R. MURL_Dataz. 2020. doi:<a href="https://doi.org/10.1021/acs.nanolett.9b04445.s002">10.1021/acs.nanolett.9b04445.s002</a>
  apa: Ucar, M. C., &#38; Lipowsky, R. (2020). MURL_Dataz. American Chemical Society.
    <a href="https://doi.org/10.1021/acs.nanolett.9b04445.s002">https://doi.org/10.1021/acs.nanolett.9b04445.s002</a>
  chicago: Ucar, Mehmet C, and Reinhard Lipowsky. “MURL_Dataz.” American Chemical
    Society, 2020. <a href="https://doi.org/10.1021/acs.nanolett.9b04445.s002">https://doi.org/10.1021/acs.nanolett.9b04445.s002</a>.
  ieee: M. C. Ucar and R. Lipowsky, “MURL_Dataz.” American Chemical Society, 2020.
  ista: Ucar MC, Lipowsky R. 2020. MURL_Dataz, American Chemical Society, <a href="https://doi.org/10.1021/acs.nanolett.9b04445.s002">10.1021/acs.nanolett.9b04445.s002</a>.
  mla: Ucar, Mehmet C., and Reinhard Lipowsky. <i>MURL_Dataz</i>. American Chemical
    Society, 2020, doi:<a href="https://doi.org/10.1021/acs.nanolett.9b04445.s002">10.1021/acs.nanolett.9b04445.s002</a>.
  short: M.C. Ucar, R. Lipowsky, (2020).
date_created: 2021-08-11T13:16:03Z
date_published: 2020-01-08T00:00:00Z
date_updated: 2026-07-06T12:14:33Z
day: '08'
department:
- _id: EdHa
doi: 10.1021/acs.nanolett.9b04445.s002
month: '01'
oa_version: Published Version
publisher: American Chemical Society
related_material:
  record:
  - id: '7166'
    relation: used_in_publication
    status: public
status: public
title: MURL_Dataz
type: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
OA_place: publisher
_id: '8155'
abstract:
- lang: eng
  text: "In the thesis we focus on the interplay of the biophysics and evolution of
    gene regulation. We start by addressing how the type of prokaryotic gene regulation
    – activation and repression – affects spurious binding to DNA, also known as\r\ntranscriptional
    crosstalk. We propose that regulatory interference caused by excess regulatory
    proteins in the dense cellular medium – global crosstalk – could be a factor in
    determining which type of gene regulatory network is evolutionarily preferred.
    Next,we use a normative approach in eukaryotic gene regulation to describe minimal\r\nnon-equilibrium
    enhancer models that optimize so-called regulatory phenotypes. We find a class
    of models that differ from standard thermodynamic equilibrium models by a single
    parameter that notably increases the regulatory performance. Next chapter addresses
    the question of genotype-phenotype-fitness maps of higher dimensional phenotypes.
    We show that our biophysically realistic approach allows us to understand how
    the mechanisms of promoter function constrain genotypephenotype maps, and how
    they affect the evolutionary trajectories of promoters.\r\nIn the last chapter
    we ask whether the intrinsic instability of gene duplication and amplification
    provides a generic alternative to canonical gene regulation. Using mathematical
    modeling, we show that amplifications can tune gene expression in many environments,
    including those where transcription factor-based schemes are\r\nhard to evolve
    or maintain. "
acknowledgement: For the duration of his PhD, Rok was a recipient of a DOC fellowship
  of the Austrian Academy of Sciences.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Rok
  full_name: Grah, Rok
  id: 483E70DE-F248-11E8-B48F-1D18A9856A87
  last_name: Grah
  orcid: 0000-0003-2539-3560
citation:
  ama: Grah R. Gene regulation across scales – how biophysical constraints shape evolution.
    2020. doi:<a href="https://doi.org/10.15479/AT:ISTA:8155">10.15479/AT:ISTA:8155</a>
  apa: Grah, R. (2020). <i>Gene regulation across scales – how biophysical constraints
    shape evolution</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:8155">https://doi.org/10.15479/AT:ISTA:8155</a>
  chicago: Grah, Rok. “Gene Regulation across Scales – How Biophysical Constraints
    Shape Evolution.” Institute of Science and Technology Austria, 2020. <a href="https://doi.org/10.15479/AT:ISTA:8155">https://doi.org/10.15479/AT:ISTA:8155</a>.
  ieee: R. Grah, “Gene regulation across scales – how biophysical constraints shape
    evolution,” Institute of Science and Technology Austria, 2020.
  ista: Grah R. 2020. Gene regulation across scales – how biophysical constraints
    shape evolution. Institute of Science and Technology Austria.
  mla: Grah, Rok. <i>Gene Regulation across Scales – How Biophysical Constraints Shape
    Evolution</i>. Institute of Science and Technology Austria, 2020, doi:<a href="https://doi.org/10.15479/AT:ISTA:8155">10.15479/AT:ISTA:8155</a>.
  short: R. Grah, Gene Regulation across Scales – How Biophysical Constraints Shape
    Evolution, Institute of Science and Technology Austria, 2020.
corr_author: '1'
date_created: 2020-07-23T09:51:28Z
date_published: 2020-07-24T00:00:00Z
date_updated: 2026-07-06T12:43:42Z
day: '24'
ddc:
- '530'
- '570'
degree_awarded: PhD
department:
- _id: CaGu
- _id: GaTk
doi: 10.15479/AT:ISTA:8155
file:
- access_level: open_access
  content_type: application/pdf
  creator: rgrah
  date_created: 2020-07-27T12:00:07Z
  date_updated: 2020-07-27T12:00:07Z
  file_id: '8176'
  file_name: Thesis_RokGrah_200727_convertedNew.pdf
  file_size: 16638998
  relation: main_file
  success: 1
- access_level: closed
  content_type: application/zip
  creator: rgrah
  date_created: 2020-07-27T12:02:23Z
  date_updated: 2020-07-30T13:04:55Z
  file_id: '8177'
  file_name: Thesis_new.zip
  file_size: 347459978
  relation: main_file
file_date_updated: 2020-07-30T13:04:55Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '310'
project:
- _id: 267C84F4-B435-11E9-9278-68D0E5697425
  name: Biophysically realistic genotype-phenotype maps for regulatory networks
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '7569'
    relation: part_of_dissertation
    status: public
  - id: '7652'
    relation: part_of_dissertation
    status: public
  - id: '7675'
    relation: part_of_dissertation
    status: public
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
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
title: Gene regulation across scales – how biophysical constraints shape evolution
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2020'
...
---
_id: '7675'
abstract:
- lang: eng
  text: 'In prokaryotes, thermodynamic models of gene regulation provide a highly
    quantitative mapping from promoter sequences to gene expression levels that is
    compatible with in vivo and in vitro bio-physical measurements. Such concordance
    has not been achieved for models of enhancer function in eukaryotes. In equilibrium
    models, it is difficult to reconcile the reported short transcription factor (TF)
    residence times on the DNA with the high specificity of regulation. In non-equilibrium
    models, progress is difficult due to an explosion in the number of parameters.
    Here, we navigate this complexity by looking for minimal non-equilibrium enhancer
    models that yield desired regulatory phenotypes: low TF residence time, high specificity
    and tunable cooperativity. We find that a single extra parameter, interpretable
    as the “linking rate” by which bound TFs interact with Mediator components, enables
    our models to escape equilibrium bounds and access optimal regulatory phenotypes,
    while remaining consistent with the reported phenomenology and simple enough to
    be inferred from upcoming experiments. We further find that high specificity in
    non-equilibrium models is in a tradeoff with gene expression noise, predicting
    bursty dynamics — an experimentally-observed hallmark of eukaryotic transcription.
    By drastically reducing the vast parameter space to a much smaller subspace that
    optimally realizes biological function prior to inference from data, our normative
    approach holds promise for mathematical models in systems biology.'
article_processing_charge: No
author:
- first_name: Rok
  full_name: Grah, Rok
  id: 483E70DE-F248-11E8-B48F-1D18A9856A87
  last_name: Grah
  orcid: 0000-0003-2539-3560
- first_name: Benjamin
  full_name: Zoller, Benjamin
  last_name: Zoller
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
biorxivid: 1
citation:
  ama: Grah R, Zoller B, Tkačik G. Normative models of enhancer function. <i>bioRxiv</i>.
    2020. doi:<a href="https://doi.org/10.1101/2020.04.08.029405">10.1101/2020.04.08.029405</a>
  apa: Grah, R., Zoller, B., &#38; Tkačik, G. (2020). Normative models of enhancer
    function. <i>bioRxiv</i>. <a href="https://doi.org/10.1101/2020.04.08.029405">https://doi.org/10.1101/2020.04.08.029405</a>
  chicago: Grah, Rok, Benjamin Zoller, and Gašper Tkačik. “Normative Models of Enhancer
    Function.” <i>BioRxiv</i>, 2020. <a href="https://doi.org/10.1101/2020.04.08.029405">https://doi.org/10.1101/2020.04.08.029405</a>.
  ieee: R. Grah, B. Zoller, and G. Tkačik, “Normative models of enhancer function,”
    <i>bioRxiv</i>. 2020.
  ista: Grah R, Zoller B, Tkačik G. 2020. Normative models of enhancer function. bioRxiv,
    <a href="https://doi.org/10.1101/2020.04.08.029405">10.1101/2020.04.08.029405</a>.
  mla: Grah, Rok, et al. “Normative Models of Enhancer Function.” <i>BioRxiv</i>,
    2020, doi:<a href="https://doi.org/10.1101/2020.04.08.029405">10.1101/2020.04.08.029405</a>.
  short: R. Grah, B. Zoller, G. Tkačik, BioRxiv (2020).
corr_author: '1'
das_tickbox: '1'
date_created: 2020-04-23T10:12:51Z
date_published: 2020-04-09T00:00:00Z
date_updated: 2026-07-06T12:43:43Z
day: '09'
department:
- _id: CaGu
- _id: GaTk
doi: 10.1101/2020.04.08.029405
external_id:
  biorxivid:
  - 10.1101/2020.04.08.029405
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: 'https://doi.org/10.1101/2020.04.08.029405 '
month: '04'
oa: 1
oa_version: Preprint
project:
- _id: 2665AAFE-B435-11E9-9278-68D0E5697425
  grant_number: RGP0034/2018
  name: Can evolution minimize spurious signaling crosstalk to reach optimal performance?
- _id: 267C84F4-B435-11E9-9278-68D0E5697425
  name: Biophysically realistic genotype-phenotype maps for regulatory networks
publication: bioRxiv
publication_status: published
related_material:
  record:
  - id: '8155'
    relation: dissertation_contains
    status: public
status: public
title: Normative models of enhancer function
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '8813'
abstract:
- lang: eng
  text: 'In mammals, chromatin marks at imprinted genes are asymmetrically inherited
    to control parentally-biased gene expression. This control is thought predominantly
    to involve parent-specific differentially methylated regions (DMR) in genomic
    DNA. However, neither parent-of-origin-specific transcription nor DMRs have been
    comprehensively mapped. We here address this by integrating transcriptomic and
    epigenomic approaches in mouse preimplantation embryos (blastocysts). Transcriptome-analysis
    identified 71 genes expressed with previously unknown parent-of-origin-specific
    expression in blastocysts (nBiX: novel blastocyst-imprinted expression). Uniparental
    expression of nBiX genes disappeared soon after implantation. Micro-whole-genome
    bisulfite sequencing (μWGBS) of individual uniparental blastocysts detected 859
    DMRs. Only 18% of nBiXs were associated with a DMR, whereas 60% were associated
    with parentally-biased H3K27me3. This suggests a major role for Polycomb-mediated
    imprinting in blastocysts. Five nBiX-clusters contained at least one known imprinted
    gene, and five novel clusters contained exclusively nBiX-genes. These data suggest
    a complex program of stage-specific imprinting involving different tiers of regulation.'
article_processing_charge: No
author:
- first_name: Laura
  full_name: Santini, Laura
  last_name: Santini
- first_name: Florian
  full_name: Halbritter, Florian
  last_name: Halbritter
- first_name: Fabian
  full_name: Titz-Teixeira, Fabian
  last_name: Titz-Teixeira
- first_name: Toru
  full_name: Suzuki, Toru
  last_name: Suzuki
- first_name: Maki
  full_name: Asami, Maki
  last_name: Asami
- first_name: Julia
  full_name: Ramesmayer, Julia
  last_name: Ramesmayer
- first_name: Xiaoyan
  full_name: Ma, Xiaoyan
  last_name: Ma
- first_name: Andreas
  full_name: Lackner, Andreas
  last_name: Lackner
- first_name: Nick
  full_name: Warr, Nick
  last_name: Warr
- first_name: Florian
  full_name: Pauler, Florian
  id: 48EA0138-F248-11E8-B48F-1D18A9856A87
  last_name: Pauler
  orcid: 0000-0002-7462-0048
- first_name: Simon
  full_name: Hippenmeyer, Simon
  id: 37B36620-F248-11E8-B48F-1D18A9856A87
  last_name: Hippenmeyer
  orcid: 0000-0003-2279-1061
- first_name: Ernest
  full_name: Laue, Ernest
  last_name: Laue
- first_name: Matthias
  full_name: Farlik, Matthias
  last_name: Farlik
- first_name: Christoph
  full_name: Bock, Christoph
  last_name: Bock
- first_name: Andreas
  full_name: Beyer, Andreas
  last_name: Beyer
- first_name: Anthony C. F.
  full_name: Perry, Anthony C. F.
  last_name: Perry
- first_name: Martin
  full_name: Leeb, Martin
  last_name: Leeb
citation:
  ama: Santini L, Halbritter F, Titz-Teixeira F, et al. Novel imprints in mouse blastocysts
    are predominantly DNA methylation independent. <i>bioRxiv</i>. doi:<a href="https://doi.org/10.1101/2020.11.03.366948">10.1101/2020.11.03.366948</a>
  apa: Santini, L., Halbritter, F., Titz-Teixeira, F., Suzuki, T., Asami, M., Ramesmayer,
    J., … Leeb, M. (n.d.). Novel imprints in mouse blastocysts are predominantly DNA
    methylation independent. <i>bioRxiv</i>. <a href="https://doi.org/10.1101/2020.11.03.366948">https://doi.org/10.1101/2020.11.03.366948</a>
  chicago: Santini, Laura, Florian Halbritter, Fabian Titz-Teixeira, Toru Suzuki,
    Maki Asami, Julia Ramesmayer, Xiaoyan Ma, et al. “Novel Imprints in Mouse Blastocysts
    Are Predominantly DNA Methylation Independent.” <i>BioRxiv</i>, n.d. <a href="https://doi.org/10.1101/2020.11.03.366948">https://doi.org/10.1101/2020.11.03.366948</a>.
  ieee: L. Santini <i>et al.</i>, “Novel imprints in mouse blastocysts are predominantly
    DNA methylation independent,” <i>bioRxiv</i>. .
  ista: Santini L, Halbritter F, Titz-Teixeira F, Suzuki T, Asami M, Ramesmayer J,
    Ma X, Lackner A, Warr N, Pauler F, Hippenmeyer S, Laue E, Farlik M, Bock C, Beyer
    A, Perry ACF, Leeb M. Novel imprints in mouse blastocysts are predominantly DNA
    methylation independent. bioRxiv, <a href="https://doi.org/10.1101/2020.11.03.366948">10.1101/2020.11.03.366948</a>.
  mla: Santini, Laura, et al. “Novel Imprints in Mouse Blastocysts Are Predominantly
    DNA Methylation Independent.” <i>BioRxiv</i>, doi:<a href="https://doi.org/10.1101/2020.11.03.366948">10.1101/2020.11.03.366948</a>.
  short: L. Santini, F. Halbritter, F. Titz-Teixeira, T. Suzuki, M. Asami, J. Ramesmayer,
    X. Ma, A. Lackner, N. Warr, F. Pauler, S. Hippenmeyer, E. Laue, M. Farlik, C.
    Bock, A. Beyer, A.C.F. Perry, M. Leeb, BioRxiv (n.d.).
das_tickbox: '1'
date_created: 2020-11-26T07:17:19Z
date_published: 2020-11-05T00:00:00Z
date_updated: 2026-07-06T12:45:07Z
day: '05'
department:
- _id: SiHi
doi: 10.1101/2020.11.03.366948
external_id:
  pmid:
  - 'PPR234457 '
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/2020.11.03.366948
month: '11'
oa: 1
oa_version: Preprint
pmid: 1
publication: bioRxiv
publication_status: submitted
status: public
title: Novel imprints in mouse blastocysts are predominantly DNA methylation independent
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '7601'
abstract:
- lang: eng
  text: Plasmodesmata (PD) are crucial structures for intercellular communication
    in multicellular plants with remorins being their crucial plant-specific structural
    and functional constituents. The PD biogenesis is an intriguing but poorly understood
    process. By expressing an Arabidopsis remorin protein in mammalian cells, we have
    reconstituted a PD-like filamentous structure, termed remorin filament (RF), connecting
    neighboring cells physically and physiologically. Notably, RFs are capable of
    transporting macromolecules intercellularly, in a way similar to plant PD. With
    further super-resolution microscopic analysis and biochemical characterization,
    we found that RFs are also composed of actin filaments, forming the core skeleton
    structure, aligned with the remorin protein. This unique heterologous filamentous
    structure might explain the molecular mechanism for remorin function as well as
    PD construction. Furthermore, remorin protein exhibits a specific distribution
    manner in the plasma membrane in mammalian cells, representing a lipid nanodomain,
    depending on its lipid modification status. Our studies not only provide crucial
    insights into the mechanism of PD biogenesis, but also uncovers unsuspected fundamental
    mechanistic and evolutionary links between intercellular communication systems
    of plants and animals.
article_processing_charge: No
author:
- first_name: Zhuang
  full_name: Wei, Zhuang
  last_name: Wei
- first_name: Shutang
  full_name: Tan, Shutang
  id: 2DE75584-F248-11E8-B48F-1D18A9856A87
  last_name: Tan
  orcid: 0000-0002-0471-8285
- first_name: Tao
  full_name: Liu, Tao
  last_name: Liu
- first_name: Yuan
  full_name: Wu, Yuan
  last_name: Wu
- first_name: Ji-Gang
  full_name: Lei, Ji-Gang
  last_name: Lei
- first_name: ZhengJun
  full_name: Chen, ZhengJun
  last_name: Chen
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: Hong-Wei
  full_name: Xue, Hong-Wei
  last_name: Xue
- first_name: Kan
  full_name: Liao, Kan
  last_name: Liao
citation:
  ama: Wei Z, Tan S, Liu T, et al. Plasmodesmata-like intercellular connections by
    plant remorin in animal cells. <i>bioRxiv</i>. 2020. doi:<a href="https://doi.org/10.1101/791137">10.1101/791137</a>
  apa: Wei, Z., Tan, S., Liu, T., Wu, Y., Lei, J.-G., Chen, Z., … Liao, K. (2020).
    Plasmodesmata-like intercellular connections by plant remorin in animal cells.
    <i>bioRxiv</i>. <a href="https://doi.org/10.1101/791137">https://doi.org/10.1101/791137</a>
  chicago: Wei, Zhuang, Shutang Tan, Tao Liu, Yuan Wu, Ji-Gang Lei, ZhengJun Chen,
    Jiří Friml, Hong-Wei Xue, and Kan Liao. “Plasmodesmata-like Intercellular Connections
    by Plant Remorin in Animal Cells.” <i>BioRxiv</i>, 2020. <a href="https://doi.org/10.1101/791137">https://doi.org/10.1101/791137</a>.
  ieee: Z. Wei <i>et al.</i>, “Plasmodesmata-like intercellular connections by plant
    remorin in animal cells,” <i>bioRxiv</i>. 2020.
  ista: Wei Z, Tan S, Liu T, Wu Y, Lei J-G, Chen Z, Friml J, Xue H-W, Liao K. 2020.
    Plasmodesmata-like intercellular connections by plant remorin in animal cells.
    bioRxiv, <a href="https://doi.org/10.1101/791137">10.1101/791137</a>.
  mla: Wei, Zhuang, et al. “Plasmodesmata-like Intercellular Connections by Plant
    Remorin in Animal Cells.” <i>BioRxiv</i>, 2020, doi:<a href="https://doi.org/10.1101/791137">10.1101/791137</a>.
  short: Z. Wei, S. Tan, T. Liu, Y. Wu, J.-G. Lei, Z. Chen, J. Friml, H.-W. Xue, K.
    Liao, BioRxiv (2020).
das_tickbox: '1'
date_created: 2020-03-21T16:34:42Z
date_published: 2020-02-19T00:00:00Z
date_updated: 2026-07-06T12:53:37Z
day: '19'
department:
- _id: JiFr
doi: 10.1101/791137
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/791137
month: '02'
oa: 1
oa_version: Preprint
page: '22'
publication: bioRxiv
publication_status: published
status: public
title: Plasmodesmata-like intercellular connections by plant remorin in animal cells
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '8539'
abstract:
- lang: eng
  text: Cohomological and K-theoretic stable bases originated from the study of quantum
    cohomology and quantum K-theory. Restriction formula for cohomological stable
    bases played an important role in computing the quantum connection of cotangent
    bundle of partial flag varieties. In this paper we study the K-theoretic stable
    bases of cotangent bundles of flag varieties. We describe these bases in terms
    of the action of the affine Hecke algebra and the twisted group algebra of KostantKumar.
    Using this algebraic description and the method of root polynomials, we give a
    restriction formula of the stable bases. We apply it to obtain the restriction
    formula for partial flag varieties. We also build a relation between the stable
    basis and the Casselman basis in the principal series representations of the Langlands
    dual group. As an application, we give a closed formula for the transition matrix
    between Casselman basis and the characteristic functions.
- lang: fre
  text: "Les bases stables cohomologiques et K-théoriques proviennent de l’étude de
    la cohomologie quantique et de la K-théorie quantique. La formule de restriction
    pour les bases stables cohomologiques a joué un rôle important dans le calcul
    de la connexion quantique du fibré cotangent de variétés de drapeaux partielles.
    Dans cet article, nous étudions les bases stables K-théoriques de fibré cotangents
    des variétés de drapeaux. Nous décrivons ces bases en fonction de l’action de
    l’algèbre de Hecke affine et de l’algèbre de Kostant-Kumar. En utilisant cette
    description algébrique et la méthode des polynômes de racine, nous donnons une
    formule de restriction des bases stables. Nous l’appliquons\r\npour obtenir la
    formule de restriction pour les variétés de drapeaux partielles. Nous construisons
    également une relation entre la base stable et la base de Casselman dans les représentations
    de la série principale du groupe dual de Langlands p-adique. Comme une application,
    nous donnons une formule close pour la matrice de transition entre la base de
    Casselman et les fonctions caractéristiques. "
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: C.
  full_name: Su, C.
  last_name: Su
- first_name: Gufang
  full_name: Zhao, Gufang
  id: 2BC2AC5E-F248-11E8-B48F-1D18A9856A87
  last_name: Zhao
  orcid: 0000-0001-7361-2882
- first_name: C.
  full_name: Zhong, C.
  last_name: Zhong
citation:
  ama: Su C, Zhao G, Zhong C. On the K-theory stable bases of the springer resolution.
    <i>Annales Scientifiques de l’Ecole Normale Superieure</i>. 2020;53(3):663-671.
    doi:<a href="https://doi.org/10.24033/asens.2431">10.24033/asens.2431</a>
  apa: Su, C., Zhao, G., &#38; Zhong, C. (2020). On the K-theory stable bases of the
    springer resolution. <i>Annales Scientifiques de l’Ecole Normale Superieure</i>.
    Societe Mathematique de France. <a href="https://doi.org/10.24033/asens.2431">https://doi.org/10.24033/asens.2431</a>
  chicago: Su, C., Gufang Zhao, and C. Zhong. “On the K-Theory Stable Bases of the
    Springer Resolution.” <i>Annales Scientifiques de l’Ecole Normale Superieure</i>.
    Societe Mathematique de France, 2020. <a href="https://doi.org/10.24033/asens.2431">https://doi.org/10.24033/asens.2431</a>.
  ieee: C. Su, G. Zhao, and C. Zhong, “On the K-theory stable bases of the springer
    resolution,” <i>Annales Scientifiques de l’Ecole Normale Superieure</i>, vol.
    53, no. 3. Societe Mathematique de France, pp. 663–671, 2020.
  ista: Su C, Zhao G, Zhong C. 2020. On the K-theory stable bases of the springer
    resolution. Annales Scientifiques de l’Ecole Normale Superieure. 53(3), 663–671.
  mla: Su, C., et al. “On the K-Theory Stable Bases of the Springer Resolution.” <i>Annales
    Scientifiques de l’Ecole Normale Superieure</i>, vol. 53, no. 3, Societe Mathematique
    de France, 2020, pp. 663–71, doi:<a href="https://doi.org/10.24033/asens.2431">10.24033/asens.2431</a>.
  short: C. Su, G. Zhao, C. Zhong, Annales Scientifiques de l’Ecole Normale Superieure
    53 (2020) 663–671.
das_tickbox: '1'
date_created: 2020-09-20T22:01:38Z
date_published: 2020-06-01T00:00:00Z
date_updated: 2026-07-06T13:57:35Z
day: '01'
department:
- _id: TaHa
doi: 10.24033/asens.2431
external_id:
  arxiv:
  - '1708.08013'
  isi:
  - '000592182600004'
intvolume: '        53'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1708.08013
month: '06'
oa: 1
oa_version: Preprint
page: 663-671
publication: Annales Scientifiques de l'Ecole Normale Superieure
publication_identifier:
  issn:
  - 0012-9593
publication_status: published
publisher: Societe Mathematique de France
quality_controlled: '1'
scopus_import: '1'
status: public
title: On the K-theory stable bases of the springer resolution
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 53
year: '2020'
...
---
_id: '9781'
abstract:
- lang: eng
  text: We consider the Pekar functional on a ball in ℝ3. We prove uniqueness of minimizers,
    and a quadratic lower bound in terms of the distance to the minimizer. The latter
    follows from nondegeneracy of the Hessian at the minimum.
acknowledgement: We are grateful for the hospitality at the Mittag-Leffler Institute,
  where part of this work has been done. The work of the authors was supported by
  the European Research Council (ERC)under the European Union's Horizon 2020 research
  and innovation programme grant 694227.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Dario
  full_name: Feliciangeli, Dario
  id: 41A639AA-F248-11E8-B48F-1D18A9856A87
  last_name: Feliciangeli
  orcid: 0000-0003-0754-8530
- first_name: Robert
  full_name: Seiringer, Robert
  id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
  last_name: Seiringer
  orcid: 0000-0002-6781-0521
citation:
  ama: Feliciangeli D, Seiringer R. Uniqueness and nondegeneracy of minimizers of
    the Pekar functional on a ball. <i>SIAM Journal on Mathematical Analysis</i>.
    2020;52(1):605-622. doi:<a href="https://doi.org/10.1137/19m126284x">10.1137/19m126284x</a>
  apa: Feliciangeli, D., &#38; Seiringer, R. (2020). Uniqueness and nondegeneracy
    of minimizers of the Pekar functional on a ball. <i>SIAM Journal on Mathematical
    Analysis</i>. Society for Industrial and Applied Mathematics. <a href="https://doi.org/10.1137/19m126284x">https://doi.org/10.1137/19m126284x</a>
  chicago: Feliciangeli, Dario, and Robert Seiringer. “Uniqueness and Nondegeneracy
    of Minimizers of the Pekar Functional on a Ball.” <i>SIAM Journal on Mathematical
    Analysis</i>. Society for Industrial and Applied Mathematics, 2020. <a href="https://doi.org/10.1137/19m126284x">https://doi.org/10.1137/19m126284x</a>.
  ieee: D. Feliciangeli and R. Seiringer, “Uniqueness and nondegeneracy of minimizers
    of the Pekar functional on a ball,” <i>SIAM Journal on Mathematical Analysis</i>,
    vol. 52, no. 1. Society for Industrial and Applied Mathematics, pp. 605–622, 2020.
  ista: Feliciangeli D, Seiringer R. 2020. Uniqueness and nondegeneracy of minimizers
    of the Pekar functional on a ball. SIAM Journal on Mathematical Analysis. 52(1),
    605–622.
  mla: Feliciangeli, Dario, and Robert Seiringer. “Uniqueness and Nondegeneracy of
    Minimizers of the Pekar Functional on a Ball.” <i>SIAM Journal on Mathematical
    Analysis</i>, vol. 52, no. 1, Society for Industrial and Applied Mathematics,
    2020, pp. 605–22, doi:<a href="https://doi.org/10.1137/19m126284x">10.1137/19m126284x</a>.
  short: D. Feliciangeli, R. Seiringer, SIAM Journal on Mathematical Analysis 52 (2020)
    605–622.
corr_author: '1'
das_tickbox: '1'
date_created: 2021-08-06T07:34:16Z
date_published: 2020-02-12T00:00:00Z
date_updated: 2026-07-06T14:02:25Z
day: '12'
ddc:
- '510'
department:
- _id: RoSe
doi: 10.1137/19m126284x
ec_funded: 1
external_id:
  arxiv:
  - '1904.08647 '
  isi:
  - '000546967700022'
has_accepted_license: '1'
intvolume: '        52'
isi: 1
issue: '1'
keyword:
- Applied Mathematics
- Computational Mathematics
- Analysis
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1904.08647
month: '02'
oa: 1
oa_version: Preprint
page: 605-622
project:
- _id: 25C6DC12-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '694227'
  name: Analysis of quantum many-body systems
publication: SIAM Journal on Mathematical Analysis
publication_identifier:
  eissn:
  - 1095-7154
  issn:
  - 0036-1410
publication_status: published
publisher: Society for Industrial and Applied Mathematics
quality_controlled: '1'
related_material:
  record:
  - id: '9733'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Uniqueness and nondegeneracy of minimizers of the Pekar functional on a ball
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 52
year: '2020'
...
---
OA_place: publisher
_id: '8958'
abstract:
- lang: eng
  text: "The oft-quoted dictum by Arthur Schawlow: ``A diatomic molecule has one atom
    too many'' has been disavowed. Inspired by the possibility to experimentally manipulate
    and enhance chemical reactivity in helium nanodroplets, we investigate the rotation
    of coupled cold molecules in the presence of a many-body environment.\r\nIn this
    thesis, we introduce new variational approaches to quantum impurities and apply
    them to the Fröhlich polaron - a quasiparticle formed out of an electron (or other
    point-like impurity) in a polar medium, and to the angulon - a quasiparticle formed
    out of a rotating molecule in a bosonic bath.\r\nWith this theoretical toolbox,
    we reveal the self-localization transition for the angulon quasiparticle. We show
    that, unlike for polarons, self-localization of angulons occurs at finite impurity-bath
    coupling already at the mean-field level. The transition is accompanied by the
    spherical-symmetry breaking of the angulon ground state and a discontinuity in
    the first derivative of the ground-state energy. Moreover, the type of symmetry
    breaking is dictated by the symmetry of the microscopic impurity-bath interaction,
    which leads to a number of distinct self-localized states. \r\nFor the system
    containing multiple impurities, by analogy with the bipolaron, we introduce the
    biangulon quasiparticle describing two rotating molecules that align with respect
    to each other due to the effective attractive interaction mediated by the excitations
    of the bath. We study this system from the strong-coupling regime to the weak
    molecule-bath interaction regime. We show that the molecules tend to have a strong
    alignment in the ground state, the biangulon shows shifted angulon instabilities
    and an additional spectral instability, where resonant angular momentum transfer
    between the molecules and the bath takes place. Finally, we introduce a diagonalization
    scheme that allows us to describe the transition from two separated angulons to
    a biangulon as a function of the distance between the two molecules."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Xiang
  full_name: Li, Xiang
  id: 4B7E523C-F248-11E8-B48F-1D18A9856A87
  last_name: Li
citation:
  ama: Li X. Rotation of coupled cold molecules in the presence of a many-body environment.
    2020. doi:<a href="https://doi.org/10.15479/AT:ISTA:8958">10.15479/AT:ISTA:8958</a>
  apa: Li, X. (2020). <i>Rotation of coupled cold molecules in the presence of a many-body
    environment</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:8958">https://doi.org/10.15479/AT:ISTA:8958</a>
  chicago: Li, Xiang. “Rotation of Coupled Cold Molecules in the Presence of a Many-Body
    Environment.” Institute of Science and Technology Austria, 2020. <a href="https://doi.org/10.15479/AT:ISTA:8958">https://doi.org/10.15479/AT:ISTA:8958</a>.
  ieee: X. Li, “Rotation of coupled cold molecules in the presence of a many-body
    environment,” Institute of Science and Technology Austria, 2020.
  ista: Li X. 2020. Rotation of coupled cold molecules in the presence of a many-body
    environment. Institute of Science and Technology Austria.
  mla: Li, Xiang. <i>Rotation of Coupled Cold Molecules in the Presence of a Many-Body
    Environment</i>. Institute of Science and Technology Austria, 2020, doi:<a href="https://doi.org/10.15479/AT:ISTA:8958">10.15479/AT:ISTA:8958</a>.
  short: X. Li, Rotation of Coupled Cold Molecules in the Presence of a Many-Body
    Environment, Institute of Science and Technology Austria, 2020.
corr_author: '1'
date_created: 2020-12-21T09:44:30Z
date_published: 2020-12-21T00:00:00Z
date_updated: 2026-07-07T05:31:09Z
day: '21'
ddc:
- '539'
degree_awarded: PhD
department:
- _id: MiLe
doi: 10.15479/AT:ISTA:8958
ec_funded: 1
file:
- access_level: open_access
  checksum: 3994c54a1241451d561db1d4f43bad30
  content_type: application/pdf
  creator: xli
  date_created: 2020-12-22T10:55:56Z
  date_updated: 2020-12-22T10:55:56Z
  file_id: '8967'
  file_name: THESIS_Xiang_Li.pdf
  file_size: 3622305
  relation: main_file
  success: 1
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  checksum: 0954ecfc5554c05615c14de803341f00
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  creator: xli
  date_created: 2020-12-22T10:56:03Z
  date_updated: 2020-12-30T07:18:03Z
  file_id: '8968'
  file_name: THESIS_Xiang_Li.zip
  file_size: 4018859
  relation: source_file
file_date_updated: 2020-12-30T07:18:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '125'
project:
- _id: 26031614-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P29902
  name: Quantum rotations in the presence of a many-body environment
- _id: 2688CF98-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '801770'
  name: 'Angulon: physics and applications of a new quasiparticle'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '8587'
    relation: part_of_dissertation
    status: public
  - id: '1120'
    relation: part_of_dissertation
    status: public
  - id: '5886'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Mikhail
  full_name: Lemeshko, Mikhail
  id: 37CB05FA-F248-11E8-B48F-1D18A9856A87
  last_name: Lemeshko
  orcid: 0000-0002-6990-7802
title: Rotation of coupled cold molecules in the presence of a many-body environment
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2020'
...
---
_id: '15074'
abstract:
- lang: eng
  text: We introduce a new graph problem, the token dropping game, and we show how
    to solve it efficiently in a distributed setting. We use the token dropping game
    as a tool to design an efficient distributed algorithm for the stable orientation
    problem, which is a special case of the more general locally optimal semi-matching
    problem. The prior work by Czygrinow et al. (DISC 2012) finds a locally optimal
    semi-matching in O(Δ⁵) rounds in graphs of maximum degree Δ, which directly implies
    an algorithm with the same runtime for stable orientations. We improve the runtime
    to O(Δ⁴) for stable orientations and prove a lower bound of Ω(Δ) rounds.
alternative_title:
- LIPIcs
article_number: '40'
article_processing_charge: No
arxiv: 1
author:
- first_name: Sebastian
  full_name: Brandt, Sebastian
  last_name: Brandt
- first_name: Barbara
  full_name: Keller, Barbara
  last_name: Keller
- first_name: Joel
  full_name: Rybicki, Joel
  id: 334EFD2E-F248-11E8-B48F-1D18A9856A87
  last_name: Rybicki
  orcid: 0000-0002-6432-6646
- first_name: Jukka
  full_name: Suomela, Jukka
  last_name: Suomela
- first_name: Jara
  full_name: Uitto, Jara
  last_name: Uitto
citation:
  ama: 'Brandt S, Keller B, Rybicki J, Suomela J, Uitto J. Brief announcement: Efficient
    load-balancing through distributed token dropping. In: <i>34th International Symposium
    on Distributed Computing</i>. Vol 179. Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2020.40">10.4230/LIPIcs.DISC.2020.40</a>'
  apa: 'Brandt, S., Keller, B., Rybicki, J., Suomela, J., &#38; Uitto, J. (2020).
    Brief announcement: Efficient load-balancing through distributed token dropping.
    In <i>34th International Symposium on Distributed Computing</i> (Vol. 179). Virtual:
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DISC.2020.40">https://doi.org/10.4230/LIPIcs.DISC.2020.40</a>'
  chicago: 'Brandt, Sebastian, Barbara Keller, Joel Rybicki, Jukka Suomela, and Jara
    Uitto. “Brief Announcement: Efficient Load-Balancing through Distributed Token
    Dropping.” In <i>34th International Symposium on Distributed Computing</i>, Vol.
    179. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.DISC.2020.40">https://doi.org/10.4230/LIPIcs.DISC.2020.40</a>.'
  ieee: 'S. Brandt, B. Keller, J. Rybicki, J. Suomela, and J. Uitto, “Brief announcement:
    Efficient load-balancing through distributed token dropping,” in <i>34th International
    Symposium on Distributed Computing</i>, Virtual, 2020, vol. 179.'
  ista: 'Brandt S, Keller B, Rybicki J, Suomela J, Uitto J. 2020. Brief announcement:
    Efficient load-balancing through distributed token dropping. 34th International
    Symposium on Distributed Computing. DISC: Symposium on Distributed Computing,
    LIPIcs, vol. 179, 40.'
  mla: 'Brandt, Sebastian, et al. “Brief Announcement: Efficient Load-Balancing through
    Distributed Token Dropping.” <i>34th International Symposium on Distributed Computing</i>,
    vol. 179, 40, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, doi:<a
    href="https://doi.org/10.4230/LIPIcs.DISC.2020.40">10.4230/LIPIcs.DISC.2020.40</a>.'
  short: S. Brandt, B. Keller, J. Rybicki, J. Suomela, J. Uitto, in:, 34th International
    Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020.
conference:
  end_date: 2020-10-16
  location: Virtual
  name: 'DISC: Symposium on Distributed Computing'
  start_date: 2020-10-12
corr_author: '1'
date_created: 2024-03-05T07:09:12Z
date_published: 2020-10-07T00:00:00Z
date_updated: 2026-07-07T06:21:32Z
day: '07'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.DISC.2020.40
external_id:
  arxiv:
  - '2005.07761'
file:
- access_level: open_access
  checksum: 23e2d9321aef53092dc1e24a8ab82d72
  content_type: application/pdf
  creator: dernst
  date_created: 2024-03-05T07:08:27Z
  date_updated: 2024-03-05T07:08:27Z
  file_id: '15075'
  file_name: 2020_LIPIcs_Brandt.pdf
  file_size: 303529
  relation: main_file
  success: 1
file_date_updated: 2024-03-05T07:08:27Z
has_accepted_license: '1'
intvolume: '       179'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/3.0/
month: '10'
oa: 1
oa_version: Published Version
publication: 34th International Symposium on Distributed Computing
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
  record:
  - id: '9678'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: 'Brief announcement: Efficient load-balancing through distributed token dropping'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
  name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
  short: CC BY (3.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 179
year: '2020'
...
---
_id: '9415'
abstract:
- lang: eng
  text: 'Optimizing convolutional neural networks for fast inference has recently
    become an extremely active area of research. One of the go-to solutions in this
    context is weight pruning, which aims to reduce computational and memory footprint
    by removing large subsets of the connections in a neural network. Surprisingly,
    much less attention has been given to exploiting sparsity in the activation maps,
    which tend to be naturally sparse in many settings thanks to the structure of
    rectified linear (ReLU) activation functions. In this paper, we present an in-depth
    analysis of methods for maximizing the sparsity of the activations in a trained
    neural network, and show that, when coupled with an efficient sparse-input convolution
    algorithm, we can leverage this sparsity for significant performance gains. To
    induce highly sparse activation maps without accuracy loss, we introduce a new
    regularization technique, coupled with a new threshold-based sparsification method
    based on a parameterized activation function called Forced-Activation-Threshold
    Rectified Linear Unit (FATReLU). We examine the impact of our methods on popular
    image classification models, showing that most architectures can adapt to significantly
    sparser activation maps without any accuracy loss. Our second contribution is
    showing that these these compression gains can be translated into inference speedups:
    we provide a new algorithm to enable fast convolution operations over networks
    with sparse activations, and show that it can enable significant speedups for
    end-to-end inference on a range of popular models on the large-scale ImageNet
    image classification task on modern Intel CPUs, with little or no retraining cost. '
article_processing_charge: No
author:
- first_name: Mark
  full_name: Kurtz, Mark
  last_name: Kurtz
- first_name: Justin
  full_name: Kopinsky, Justin
  last_name: Kopinsky
- first_name: Rati
  full_name: Gelashvili, Rati
  last_name: Gelashvili
- first_name: Alexander
  full_name: Matveev, Alexander
  last_name: Matveev
- first_name: John
  full_name: Carr, John
  last_name: Carr
- first_name: Michael
  full_name: Goin, Michael
  last_name: Goin
- first_name: William
  full_name: Leiserson, William
  last_name: Leiserson
- first_name: Sage
  full_name: Moore, Sage
  last_name: Moore
- first_name: Bill
  full_name: Nell, Bill
  last_name: Nell
- first_name: Nir
  full_name: Shavit, Nir
  last_name: Shavit
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
citation:
  ama: 'Kurtz M, Kopinsky J, Gelashvili R, et al. Inducing and exploiting activation
    sparsity for fast neural network inference. In: <i>37th International Conference
    on Machine Learning</i>. Vol 119. ; 2020:5533-5543.'
  apa: Kurtz, M., Kopinsky, J., Gelashvili, R., Matveev, A., Carr, J., Goin, M., …
    Alistarh, D.-A. (2020). Inducing and exploiting activation sparsity for fast neural
    network inference. In <i>37th International Conference on Machine Learning</i>
    (Vol. 119, pp. 5533–5543). Online.
  chicago: Kurtz, Mark, Justin Kopinsky, Rati Gelashvili, Alexander Matveev, John
    Carr, Michael Goin, William Leiserson, et al. “Inducing and Exploiting Activation
    Sparsity for Fast Neural Network Inference.” In <i>37th International Conference
    on Machine Learning</i>, 119:5533–43, 2020.
  ieee: M. Kurtz <i>et al.</i>, “Inducing and exploiting activation sparsity for fast
    neural network inference,” in <i>37th International Conference on Machine Learning</i>,
    Online, 2020, vol. 119, pp. 5533–5543.
  ista: 'Kurtz M, Kopinsky J, Gelashvili R, Matveev A, Carr J, Goin M, Leiserson W,
    Moore S, Nell B, Shavit N, Alistarh D-A. 2020. Inducing and exploiting activation
    sparsity for fast neural network inference. 37th International Conference on Machine
    Learning. ICML: International Conference on Machine Learning vol. 119, 5533–5543.'
  mla: Kurtz, Mark, et al. “Inducing and Exploiting Activation Sparsity for Fast Neural
    Network Inference.” <i>37th International Conference on Machine Learning</i>,
    vol. 119, 2020, pp. 5533–43.
  short: M. Kurtz, J. Kopinsky, R. Gelashvili, A. Matveev, J. Carr, M. Goin, W. Leiserson,
    S. Moore, B. Nell, N. Shavit, D.-A. Alistarh, in:, 37th International Conference
    on Machine Learning, 2020, pp. 5533–5543.
conference:
  end_date: 2020-07-18
  location: Online
  name: 'ICML: International Conference on Machine Learning'
  start_date: 2020-07-12
das_tickbox: '1'
date_created: 2021-05-23T22:01:45Z
date_published: 2020-07-12T00:00:00Z
date_updated: 2026-07-07T13:42:32Z
day: '12'
ddc:
- '000'
department:
- _id: DaAl
file:
- access_level: open_access
  checksum: 2aaaa7d7226e49161311d91627cf783b
  content_type: application/pdf
  creator: kschuh
  date_created: 2021-05-25T09:51:36Z
  date_updated: 2021-05-25T09:51:36Z
  file_id: '9421'
  file_name: 2020_PMLR_Kurtz.pdf
  file_size: 741899
  relation: main_file
  success: 1
file_date_updated: 2021-05-25T09:51:36Z
has_accepted_license: '1'
intvolume: '       119'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 5533-5543
publication: 37th International Conference on Machine Learning
publication_identifier:
  issn:
  - 2640-3498
quality_controlled: '1'
scopus_import: '1'
status: public
title: Inducing and exploiting activation sparsity for fast neural network inference
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 119
year: '2020'
...
---
_id: '8285'
abstract:
- lang: eng
  text: We demonstrate the utility of optical cavity generated spin-squeezed states
    in free space atomic fountain clocks in ensembles of 390 000 87Rb atoms. Fluorescence
    imaging, correlated to an initial quantum nondemolition measurement, is used for
    population spectroscopy after the atoms are released from a confining lattice.
    For a free fall time of 4 milliseconds, we resolve a single-shot phase sensitivity
    of 814(61) microradians, which is 5.8(0.6) decibels (dB) below the quantum projection
    limit. We observe that this squeezing is preserved as the cloud expands to a roughly
    200  μm radius and falls roughly 300  μm in free space. Ramsey spectroscopy with
    240 000 atoms at a 3.6 ms Ramsey time results in a single-shot fractional frequency
    stability of 8.4(0.2)×10−12, 3.8(0.2) dB below the quantum projection limit. The
    sensitivity and stability are limited by the technical noise in the fluorescence
    detection protocol and the microwave system, respectively.
acknowledgement: This work is supported by the Office of Naval Research (N00014-16-1-2927-
  A00003), Vannevar Bush Faculty Fellowship (N00014-16-1-2812- P00005), Department
  of Energy (DE-SC0019174- 0001), and Defense Threat Reduction Agency (HDTRA1-15-1-0017-
  P00005).
article_number: '043202'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Benjamin K.
  full_name: Malia, Benjamin K.
  last_name: Malia
- first_name: Julián
  full_name: Martínez-Rincón, Julián
  last_name: Martínez-Rincón
- first_name: Yunfan
  full_name: Wu, Yunfan
  last_name: Wu
- first_name: Onur
  full_name: Hosten, Onur
  id: 4C02D85E-F248-11E8-B48F-1D18A9856A87
  last_name: Hosten
  orcid: 0000-0002-2031-204X
- first_name: Mark A.
  full_name: Kasevich, Mark A.
  last_name: Kasevich
citation:
  ama: Malia BK, Martínez-Rincón J, Wu Y, Hosten O, Kasevich MA. Free space Ramsey
    spectroscopy in rubidium with noise below the quantum projection limit. <i>Physical
    Review Letters</i>. 2020;125(4). doi:<a href="https://doi.org/10.1103/PhysRevLett.125.043202">10.1103/PhysRevLett.125.043202</a>
  apa: Malia, B. K., Martínez-Rincón, J., Wu, Y., Hosten, O., &#38; Kasevich, M. A.
    (2020). Free space Ramsey spectroscopy in rubidium with noise below the quantum
    projection limit. <i>Physical Review Letters</i>. American Physical Society. <a
    href="https://doi.org/10.1103/PhysRevLett.125.043202">https://doi.org/10.1103/PhysRevLett.125.043202</a>
  chicago: Malia, Benjamin K., Julián Martínez-Rincón, Yunfan Wu, Onur Hosten, and
    Mark A. Kasevich. “Free Space Ramsey Spectroscopy in Rubidium with Noise below
    the Quantum Projection Limit.” <i>Physical Review Letters</i>. American Physical
    Society, 2020. <a href="https://doi.org/10.1103/PhysRevLett.125.043202">https://doi.org/10.1103/PhysRevLett.125.043202</a>.
  ieee: B. K. Malia, J. Martínez-Rincón, Y. Wu, O. Hosten, and M. A. Kasevich, “Free
    space Ramsey spectroscopy in rubidium with noise below the quantum projection
    limit,” <i>Physical Review Letters</i>, vol. 125, no. 4. American Physical Society,
    2020.
  ista: Malia BK, Martínez-Rincón J, Wu Y, Hosten O, Kasevich MA. 2020. Free space
    Ramsey spectroscopy in rubidium with noise below the quantum projection limit.
    Physical Review Letters. 125(4), 043202.
  mla: Malia, Benjamin K., et al. “Free Space Ramsey Spectroscopy in Rubidium with
    Noise below the Quantum Projection Limit.” <i>Physical Review Letters</i>, vol.
    125, no. 4, 043202, American Physical Society, 2020, doi:<a href="https://doi.org/10.1103/PhysRevLett.125.043202">10.1103/PhysRevLett.125.043202</a>.
  short: B.K. Malia, J. Martínez-Rincón, Y. Wu, O. Hosten, M.A. Kasevich, Physical
    Review Letters 125 (2020).
das_tickbox: '0'
date_created: 2020-08-24T06:24:04Z
date_published: 2020-07-24T00:00:00Z
date_updated: 2026-07-08T08:56:44Z
day: '24'
department:
- _id: OnHo
doi: 10.1103/PhysRevLett.125.043202
external_id:
  arxiv:
  - '1912.10218'
  isi:
  - '000552227400008'
  pmid:
  - '32794788'
intvolume: '       125'
isi: 1
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1912.10218
month: '07'
oa: 1
oa_version: Preprint
pmid: 1
publication: Physical Review Letters
publication_identifier:
  eissn:
  - 1079-7114
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Free space Ramsey spectroscopy in rubidium with noise below the quantum projection
  limit
type: journal_article
user_id: 68b8ca59-c5b3-11ee-8790-cd641c68093d
volume: 125
year: '2020'
...
---
_id: '8319'
abstract:
- lang: eng
  text: We demonstrate that releasing atoms into free space from an optical lattice
    does not deteriorate cavity-generated spin squeezing for metrological purposes.
    In this work, an ensemble of 500000 spin-squeezed atoms in a high-finesse optical
    cavity with near-uniform atom-cavity coupling is prepared, released into free
    space, recaptured in the cavity, and probed. Up to ∼10 dB of metrologically relevant
    squeezing is retrieved for 700μs free-fall times, and decaying levels of squeezing
    are realized for up to 3 ms free-fall times. The degradation of squeezing results
    from loss of atom-cavity coupling homogeneity between the initial squeezed state
    generation and final collective state readout. A theoretical model is developed
    to quantify this degradation and this model is experimentally validated.
acknowledgement: We thank N. Engelsen for comments on the manuscript. This work was
  supported by the Office of Naval Research, Vannevar Bush Faculty Fellowship, Department
  of Energy, and Defense Threat Reduction Agency. R.K. was partly supported by the
  AQT/INQNET program at Caltech.
article_number: '012224'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Yunfan
  full_name: Wu, Yunfan
  last_name: Wu
- first_name: Rajiv
  full_name: Krishnakumar, Rajiv
  last_name: Krishnakumar
- first_name: Julián
  full_name: Martínez-Rincón, Julián
  last_name: Martínez-Rincón
- first_name: Benjamin K.
  full_name: Malia, Benjamin K.
  last_name: Malia
- first_name: Onur
  full_name: Hosten, Onur
  id: 4C02D85E-F248-11E8-B48F-1D18A9856A87
  last_name: Hosten
  orcid: 0000-0002-2031-204X
- first_name: Mark A.
  full_name: Kasevich, Mark A.
  last_name: Kasevich
citation:
  ama: Wu Y, Krishnakumar R, Martínez-Rincón J, Malia BK, Hosten O, Kasevich MA. Retrieval
    of cavity-generated atomic spin squeezing after free-space release. <i>Physical
    Review A</i>. 2020;102(1). doi:<a href="https://doi.org/10.1103/PhysRevA.102.012224">10.1103/PhysRevA.102.012224</a>
  apa: Wu, Y., Krishnakumar, R., Martínez-Rincón, J., Malia, B. K., Hosten, O., &#38;
    Kasevich, M. A. (2020). Retrieval of cavity-generated atomic spin squeezing after
    free-space release. <i>Physical Review A</i>. American Physical Society. <a href="https://doi.org/10.1103/PhysRevA.102.012224">https://doi.org/10.1103/PhysRevA.102.012224</a>
  chicago: Wu, Yunfan, Rajiv Krishnakumar, Julián Martínez-Rincón, Benjamin K. Malia,
    Onur Hosten, and Mark A. Kasevich. “Retrieval of Cavity-Generated Atomic Spin
    Squeezing after Free-Space Release.” <i>Physical Review A</i>. American Physical
    Society, 2020. <a href="https://doi.org/10.1103/PhysRevA.102.012224">https://doi.org/10.1103/PhysRevA.102.012224</a>.
  ieee: Y. Wu, R. Krishnakumar, J. Martínez-Rincón, B. K. Malia, O. Hosten, and M.
    A. Kasevich, “Retrieval of cavity-generated atomic spin squeezing after free-space
    release,” <i>Physical Review A</i>, vol. 102, no. 1. American Physical Society,
    2020.
  ista: Wu Y, Krishnakumar R, Martínez-Rincón J, Malia BK, Hosten O, Kasevich MA.
    2020. Retrieval of cavity-generated atomic spin squeezing after free-space release.
    Physical Review A. 102(1), 012224.
  mla: Wu, Yunfan, et al. “Retrieval of Cavity-Generated Atomic Spin Squeezing after
    Free-Space Release.” <i>Physical Review A</i>, vol. 102, no. 1, 012224, American
    Physical Society, 2020, doi:<a href="https://doi.org/10.1103/PhysRevA.102.012224">10.1103/PhysRevA.102.012224</a>.
  short: Y. Wu, R. Krishnakumar, J. Martínez-Rincón, B.K. Malia, O. Hosten, M.A. Kasevich,
    Physical Review A 102 (2020).
das_tickbox: '0'
date_created: 2020-08-30T22:01:10Z
date_published: 2020-07-30T00:00:00Z
date_updated: 2026-07-08T08:59:02Z
day: '30'
department:
- _id: OnHo
doi: 10.1103/PhysRevA.102.012224
external_id:
  arxiv:
  - '1912.08334'
  isi:
  - '000555104200011'
intvolume: '       102'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1912.08334
month: '07'
oa: 1
oa_version: Preprint
publication: Physical Review A
publication_identifier:
  eissn:
  - 2469-9934
  issn:
  - 2469-9926
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Retrieval of cavity-generated atomic spin squeezing after free-space release
type: journal_article
user_id: 68b8ca59-c5b3-11ee-8790-cd641c68093d
volume: 102
year: '2020'
...
---
_id: '8127'
abstract:
- lang: eng
  text: Mechanistic modeling in neuroscience aims to explain observed phenomena in
    terms of underlying causes. However, determining which model parameters agree
    with complex and stochastic neural data presents a significant challenge. We address
    this challenge with a machine learning tool which uses deep neural density estimators—trained
    using model simulations—to carry out Bayesian inference and retrieve the full
    space of parameters compatible with raw data or selected data features. Our method
    is scalable in parameters and data features and can rapidly analyze new data after
    initial training. We demonstrate the power and flexibility of our approach on
    receptive fields, ion channels, and Hodgkin–Huxley models. We also characterize
    the space of circuit configurations giving rise to rhythmic activity in the crustacean
    stomatogastric ganglion, and use these results to derive hypotheses for underlying
    compensation mechanisms. Our approach will help close the gap between data-driven
    and theory-driven models of neural dynamics.
acknowledgement: We thank Mahmood S Hoseini and Michael Stryker for sharing their
  data for Figure 2, and Philipp Berens, Sean Bittner, Jan Boelts, John Cunningham,
  Richard Gao, Scott Linderman, Eve Marder, Iain Murray, George Papamakarios, Astrid
  Prinz, Auguste Schulz and Srinivas Turaga for discussions and/or comments on the
  manuscript. This work was supported by the German Research Foundation (DFG) through
  SFB 1233 ‘Robust Vision’, (276693517), SFB 1089 ‘Synaptic Microcircuits’, SPP 2041
  ‘Computational Connectomics’ and Germany's Excellence Strategy – EXC-Number 2064/1
  – Project number 390727645 and the German Federal Ministry of Education and Research
  (BMBF, project ‘ADIMEM’, FKZ 01IS18052 A-D) to JHM, a Sir Henry Dale Fellowship
  by the Wellcome Trust and the Royal Society (WT100000; WFP and TPV), a Wellcome
  Trust Senior Research Fellowship (214316/Z/18/Z; TPV), a ERC Consolidator Grant
  (SYNAPSEEK; WPF and CC), and a UK Research and Innovation, Biotechnology and Biological
  Sciences Research Council (CC, UKRI-BBSRC BB/N019512/1). We gratefully acknowledge
  the Leibniz Supercomputing Centre for funding this project by providing computing
  time on its Linux-Cluster.
article_number: e56261
article_processing_charge: No
article_type: original
author:
- first_name: Pedro J.
  full_name: Gonçalves, Pedro J.
  last_name: Gonçalves
  orcid: 0000-0002-6987-4836
- first_name: Jan-Matthis
  full_name: Lueckmann, Jan-Matthis
  last_name: Lueckmann
  orcid: 0000-0003-4320-4663
- first_name: Michael
  full_name: Deistler, Michael
  last_name: Deistler
  orcid: 0000-0002-3573-0404
- first_name: Marcel
  full_name: Nonnenmacher, Marcel
  last_name: Nonnenmacher
  orcid: 0000-0001-6044-6627
- first_name: Kaan
  full_name: Öcal, Kaan
  last_name: Öcal
  orcid: 0000-0002-8528-6858
- first_name: Giacomo
  full_name: Bassetto, Giacomo
  last_name: Bassetto
- first_name: Chaitanya
  full_name: Chintaluri, Chaitanya
  id: BA06AFEE-A4BA-11EA-AE5C-14673DDC885E
  last_name: Chintaluri
  orcid: 0000-0003-4252-1608
- first_name: William F.
  full_name: Podlaski, William F.
  last_name: Podlaski
  orcid: 0000-0001-6619-7502
- first_name: Sara A.
  full_name: Haddad, Sara A.
  last_name: Haddad
  orcid: 0000-0003-0807-0823
- first_name: Tim P
  full_name: Vogels, Tim P
  id: CB6FF8D2-008F-11EA-8E08-2637E6697425
  last_name: Vogels
  orcid: 0000-0003-3295-6181
- first_name: David S.
  full_name: Greenberg, David S.
  last_name: Greenberg
- first_name: Jakob H.
  full_name: Macke, Jakob H.
  last_name: Macke
  orcid: 0000-0001-5154-8912
citation:
  ama: Gonçalves PJ, Lueckmann J-M, Deistler M, et al. Training deep neural density
    estimators to identify mechanistic models of neural dynamics. <i>eLife</i>. 2020;9.
    doi:<a href="https://doi.org/10.7554/eLife.56261">10.7554/eLife.56261</a>
  apa: Gonçalves, P. J., Lueckmann, J.-M., Deistler, M., Nonnenmacher, M., Öcal, K.,
    Bassetto, G., … Macke, J. H. (2020). Training deep neural density estimators to
    identify mechanistic models of neural dynamics. <i>ELife</i>. eLife Sciences Publications.
    <a href="https://doi.org/10.7554/eLife.56261">https://doi.org/10.7554/eLife.56261</a>
  chicago: Gonçalves, Pedro J., Jan-Matthis Lueckmann, Michael Deistler, Marcel Nonnenmacher,
    Kaan Öcal, Giacomo Bassetto, Chaitanya Chintaluri, et al. “Training Deep Neural
    Density Estimators to Identify Mechanistic Models of Neural Dynamics.” <i>ELife</i>.
    eLife Sciences Publications, 2020. <a href="https://doi.org/10.7554/eLife.56261">https://doi.org/10.7554/eLife.56261</a>.
  ieee: P. J. Gonçalves <i>et al.</i>, “Training deep neural density estimators to
    identify mechanistic models of neural dynamics,” <i>eLife</i>, vol. 9. eLife Sciences
    Publications, 2020.
  ista: Gonçalves PJ, Lueckmann J-M, Deistler M, Nonnenmacher M, Öcal K, Bassetto
    G, Chintaluri C, Podlaski WF, Haddad SA, Vogels TP, Greenberg DS, Macke JH. 2020.
    Training deep neural density estimators to identify mechanistic models of neural
    dynamics. eLife. 9, e56261.
  mla: Gonçalves, Pedro J., et al. “Training Deep Neural Density Estimators to Identify
    Mechanistic Models of Neural Dynamics.” <i>ELife</i>, vol. 9, e56261, eLife Sciences
    Publications, 2020, doi:<a href="https://doi.org/10.7554/eLife.56261">10.7554/eLife.56261</a>.
  short: P.J. Gonçalves, J.-M. Lueckmann, M. Deistler, M. Nonnenmacher, K. Öcal, G.
    Bassetto, C. Chintaluri, W.F. Podlaski, S.A. Haddad, T.P. Vogels, D.S. Greenberg,
    J.H. Macke, ELife 9 (2020).
das_tickbox: '1'
date_created: 2020-07-16T12:26:04Z
date_published: 2020-09-17T00:00:00Z
date_updated: 2026-07-13T12:31:21Z
day: '17'
ddc:
- '570'
department:
- _id: TiVo
doi: 10.7554/eLife.56261
ec_funded: 1
external_id:
  isi:
  - '000584989400001'
  pmid:
  - '32940606'
file:
- access_level: open_access
  checksum: c4300ddcd93ed03fc9c6cdf1f77890be
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  name: Learning the shape of synaptic plasticity rules for neuronal architectures
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title: Training deep neural density estimators to identify mechanistic models of neural
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