---
_id: '14890'
abstract:
- lang: eng
  text: We consider a system of N interacting bosons in the mean-field scaling regime
    and construct corrections to the Bogoliubov dynamics that approximate the true
    N-body dynamics in norm to arbitrary precision. The N-independent corrections
    are given in terms of the solutions of the Bogoliubov and Hartree equations and
    satisfy a generalized form of Wick's theorem. We determine the n-point correlation
    functions of the excitations around the condensate, as well as the reduced densities
    of the N-body system, to arbitrary accuracy, given only the knowledge of the two-point
    functions of a quasi-free state and the solution of the Hartree equation. In this
    way, the complex problem of computing all n-point correlation functions for an
    interacting N-body system is essentially reduced to the problem of solving the
    Hartree equation and the PDEs for the Bogoliubov two-point functions.
acknowledgement: "We are grateful for the hospitality of Central China Normal University
  (CCNU),\r\nwhere parts of this work were done, and thank Phan Th`anh Nam, Simone\r\nRademacher,
  Robert Seiringer and Stefan Teufel for helpful discussions. L.B. gratefully acknowledges
  the support by the German Research Foundation (DFG) within the Research\r\nTraining
  Group 1838 “Spectral Theory and Dynamics of Quantum Systems”, and the funding\r\nfrom
  the European Union’s Horizon 2020 research and innovation programme under the Marie\r\nSk
  lodowska-Curie Grant Agreement No. 754411."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Lea
  full_name: Bossmann, Lea
  id: A2E3BCBE-5FCC-11E9-AA4B-76F3E5697425
  last_name: Bossmann
  orcid: 0000-0002-6854-1343
- first_name: Sören P
  full_name: Petrat, Sören P
  id: 40AC02DC-F248-11E8-B48F-1D18A9856A87
  last_name: Petrat
  orcid: 0000-0002-9166-5889
- first_name: Peter
  full_name: Pickl, Peter
  last_name: Pickl
- first_name: Avy
  full_name: Soffer, Avy
  last_name: Soffer
citation:
  ama: Bossmann L, Petrat SP, Pickl P, Soffer A. Beyond Bogoliubov dynamics. <i>Pure
    and Applied Analysis</i>. 2021;3(4):677-726. doi:<a href="https://doi.org/10.2140/paa.2021.3.677">10.2140/paa.2021.3.677</a>
  apa: Bossmann, L., Petrat, S. P., Pickl, P., &#38; Soffer, A. (2021). Beyond Bogoliubov
    dynamics. <i>Pure and Applied Analysis</i>. Mathematical Sciences Publishers.
    <a href="https://doi.org/10.2140/paa.2021.3.677">https://doi.org/10.2140/paa.2021.3.677</a>
  chicago: Bossmann, Lea, Sören P Petrat, Peter Pickl, and Avy Soffer. “Beyond Bogoliubov
    Dynamics.” <i>Pure and Applied Analysis</i>. Mathematical Sciences Publishers,
    2021. <a href="https://doi.org/10.2140/paa.2021.3.677">https://doi.org/10.2140/paa.2021.3.677</a>.
  ieee: L. Bossmann, S. P. Petrat, P. Pickl, and A. Soffer, “Beyond Bogoliubov dynamics,”
    <i>Pure and Applied Analysis</i>, vol. 3, no. 4. Mathematical Sciences Publishers,
    pp. 677–726, 2021.
  ista: Bossmann L, Petrat SP, Pickl P, Soffer A. 2021. Beyond Bogoliubov dynamics.
    Pure and Applied Analysis. 3(4), 677–726.
  mla: Bossmann, Lea, et al. “Beyond Bogoliubov Dynamics.” <i>Pure and Applied Analysis</i>,
    vol. 3, no. 4, Mathematical Sciences Publishers, 2021, pp. 677–726, doi:<a href="https://doi.org/10.2140/paa.2021.3.677">10.2140/paa.2021.3.677</a>.
  short: L. Bossmann, S.P. Petrat, P. Pickl, A. Soffer, Pure and Applied Analysis
    3 (2021) 677–726.
date_created: 2024-01-28T23:01:43Z
date_published: 2021-10-01T00:00:00Z
date_updated: 2024-02-05T09:26:31Z
day: '01'
department:
- _id: RoSe
doi: 10.2140/paa.2021.3.677
ec_funded: 1
external_id:
  arxiv:
  - '1912.11004'
intvolume: '         3'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1912.11004
month: '10'
oa: 1
oa_version: Preprint
page: 677-726
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: Pure and Applied Analysis
publication_identifier:
  eissn:
  - 2578-5885
  issn:
  - 2578-5893
publication_status: published
publisher: Mathematical Sciences Publishers
quality_controlled: '1'
scopus_import: '1'
status: public
title: Beyond Bogoliubov dynamics
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 3
year: '2021'
...
---
_id: '14984'
abstract:
- lang: eng
  text: Hybrid zones are narrow geographic regions where different populations, races
    or interbreeding species meet and mate, producing mixed ‘hybrid’ offspring. They
    are relatively common and can be found in a diverse range of organisms and environments.
    The study of hybrid zones has played an important role in our understanding of
    the origin of species, with hybrid zones having been described as ‘natural laboratories’.
    This is because they allow us to study,in situ, the conditions and evolutionary
    forces that enable divergent taxa to remain distinct despite some ongoing gene
    exchange between them.
article_processing_charge: No
author:
- first_name: Sean
  full_name: Stankowski, Sean
  id: 43161670-5719-11EA-8025-FABC3DDC885E
  last_name: Stankowski
- first_name: Daria
  full_name: Shipilina, Daria
  id: 428A94B0-F248-11E8-B48F-1D18A9856A87
  last_name: Shipilina
  orcid: 0000-0002-1145-9226
- first_name: Anja M
  full_name: Westram, Anja M
  id: 3C147470-F248-11E8-B48F-1D18A9856A87
  last_name: Westram
  orcid: 0000-0003-1050-4969
citation:
  ama: 'Stankowski S, Shipilina D, Westram AM. Hybrid Zones. In: <i>Encyclopedia of
    Life Sciences</i>. Vol 2. eLS. Wiley; 2021. doi:<a href="https://doi.org/10.1002/9780470015902.a0029355">10.1002/9780470015902.a0029355</a>'
  apa: Stankowski, S., Shipilina, D., &#38; Westram, A. M. (2021). Hybrid Zones. In
    <i>Encyclopedia of Life Sciences</i> (Vol. 2). Wiley. <a href="https://doi.org/10.1002/9780470015902.a0029355">https://doi.org/10.1002/9780470015902.a0029355</a>
  chicago: Stankowski, Sean, Daria Shipilina, and Anja M Westram. “Hybrid Zones.”
    In <i>Encyclopedia of Life Sciences</i>, Vol. 2. ELS. Wiley, 2021. <a href="https://doi.org/10.1002/9780470015902.a0029355">https://doi.org/10.1002/9780470015902.a0029355</a>.
  ieee: S. Stankowski, D. Shipilina, and A. M. Westram, “Hybrid Zones,” in <i>Encyclopedia
    of Life Sciences</i>, vol. 2, Wiley, 2021.
  ista: 'Stankowski S, Shipilina D, Westram AM. 2021.Hybrid Zones. In: Encyclopedia
    of Life Sciences. vol. 2.'
  mla: Stankowski, Sean, et al. “Hybrid Zones.” <i>Encyclopedia of Life Sciences</i>,
    vol. 2, Wiley, 2021, doi:<a href="https://doi.org/10.1002/9780470015902.a0029355">10.1002/9780470015902.a0029355</a>.
  short: S. Stankowski, D. Shipilina, A.M. Westram, in:, Encyclopedia of Life Sciences,
    Wiley, 2021.
date_created: 2024-02-14T12:05:50Z
date_published: 2021-05-28T00:00:00Z
date_updated: 2024-02-19T09:54:18Z
day: '28'
department:
- _id: NiBa
doi: 10.1002/9780470015902.a0029355
intvolume: '         2'
language:
- iso: eng
month: '05'
oa_version: None
publication: Encyclopedia of Life Sciences
publication_identifier:
  eisbn:
  - '9780470015902'
  isbn:
  - '9780470016176'
publication_status: published
publisher: Wiley
quality_controlled: '1'
series_title: eLS
status: public
title: Hybrid Zones
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2021'
...
---
_id: '14987'
abstract:
- lang: eng
  text: "The goal of zero-shot learning is to construct a classifier that can identify
    object classes for which no training examples are available. When training data
    for some of the object classes is available but not for others, the name generalized
    zero-shot learning is commonly used.\r\nIn a wider sense, the phrase zero-shot
    is also used to describe other machine learning-based approaches that require
    no training data from the problem of interest, such as zero-shot action recognition
    or zero-shot machine translation."
article_processing_charge: No
author:
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
citation:
  ama: 'Lampert C. Zero-Shot Learning. In: Ikeuchi K, ed. <i>Computer Vision</i>.
    2nd ed. Cham: Springer; 2021:1395-1397. doi:<a href="https://doi.org/10.1007/978-3-030-63416-2_874">10.1007/978-3-030-63416-2_874</a>'
  apa: 'Lampert, C. (2021). Zero-Shot Learning. In K. Ikeuchi (Ed.), <i>Computer Vision</i>
    (2nd ed., pp. 1395–1397). Cham: Springer. <a href="https://doi.org/10.1007/978-3-030-63416-2_874">https://doi.org/10.1007/978-3-030-63416-2_874</a>'
  chicago: 'Lampert, Christoph. “Zero-Shot Learning.” In <i>Computer Vision</i>, edited
    by Katsushi Ikeuchi, 2nd ed., 1395–97. Cham: Springer, 2021. <a href="https://doi.org/10.1007/978-3-030-63416-2_874">https://doi.org/10.1007/978-3-030-63416-2_874</a>.'
  ieee: 'C. Lampert, “Zero-Shot Learning,” in <i>Computer Vision</i>, 2nd ed., K.
    Ikeuchi, Ed. Cham: Springer, 2021, pp. 1395–1397.'
  ista: 'Lampert C. 2021.Zero-Shot Learning. In: Computer Vision. , 1395–1397.'
  mla: Lampert, Christoph. “Zero-Shot Learning.” <i>Computer Vision</i>, edited by
    Katsushi Ikeuchi, 2nd ed., Springer, 2021, pp. 1395–97, doi:<a href="https://doi.org/10.1007/978-3-030-63416-2_874">10.1007/978-3-030-63416-2_874</a>.
  short: C. Lampert, in:, K. Ikeuchi (Ed.), Computer Vision, 2nd ed., Springer, Cham,
    2021, pp. 1395–1397.
date_created: 2024-02-14T14:05:32Z
date_published: 2021-10-13T00:00:00Z
date_updated: 2024-02-19T10:59:04Z
day: '13'
department:
- _id: ChLa
doi: 10.1007/978-3-030-63416-2_874
edition: '2'
editor:
- first_name: Katsushi
  full_name: Ikeuchi, Katsushi
  last_name: Ikeuchi
language:
- iso: eng
month: '10'
oa_version: None
page: 1395-1397
place: Cham
publication: Computer Vision
publication_identifier:
  eisbn:
  - '9783030634162'
  isbn:
  - '9783030634155'
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: Zero-Shot Learning
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '14988'
abstract:
- lang: eng
  text: Raw data generated from the publication - The TPLATE complex mediates membrane
    bending during plant clathrin-mediated endocytosis by Johnson et al., 2021 In
    PNAS
article_processing_charge: No
author:
- first_name: Alexander J
  full_name: Johnson, Alexander J
  id: 46A62C3A-F248-11E8-B48F-1D18A9856A87
  last_name: Johnson
  orcid: 0000-0002-2739-8843
citation:
  ama: Johnson AJ. Raw data from Johnson et al, PNAS, 2021. 2021. doi:<a href="https://doi.org/10.5281/ZENODO.5747100">10.5281/ZENODO.5747100</a>
  apa: Johnson, A. J. (2021). Raw data from Johnson et al, PNAS, 2021. Zenodo. <a
    href="https://doi.org/10.5281/ZENODO.5747100">https://doi.org/10.5281/ZENODO.5747100</a>
  chicago: Johnson, Alexander J. “Raw Data from Johnson et Al, PNAS, 2021.” Zenodo,
    2021. <a href="https://doi.org/10.5281/ZENODO.5747100">https://doi.org/10.5281/ZENODO.5747100</a>.
  ieee: A. J. Johnson, “Raw data from Johnson et al, PNAS, 2021.” Zenodo, 2021.
  ista: Johnson AJ. 2021. Raw data from Johnson et al, PNAS, 2021, Zenodo, <a href="https://doi.org/10.5281/ZENODO.5747100">10.5281/ZENODO.5747100</a>.
  mla: Johnson, Alexander J. <i>Raw Data from Johnson et Al, PNAS, 2021</i>. Zenodo,
    2021, doi:<a href="https://doi.org/10.5281/ZENODO.5747100">10.5281/ZENODO.5747100</a>.
  short: A.J. Johnson, (2021).
date_created: 2024-02-14T14:13:48Z
date_published: 2021-12-01T00:00:00Z
date_updated: 2024-02-19T11:06:09Z
day: '01'
ddc:
- '580'
department:
- _id: JiFr
doi: 10.5281/ZENODO.5747100
has_accepted_license: '1'
license: https://creativecommons.org/licenses/by/4.0/
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5281/zenodo.5747100
month: '12'
oa: 1
oa_version: Published Version
publisher: Zenodo
related_material:
  record:
  - id: '9887'
    relation: used_in_publication
    status: public
status: public
title: Raw data from Johnson et al, PNAS, 2021
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: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '15013'
abstract:
- lang: eng
  text: We consider random n×n matrices X with independent and centered entries and
    a general variance profile. We show that the spectral radius of X converges with
    very high probability to the square root of the spectral radius of the variance
    matrix of X when n tends to infinity. We also establish the optimal rate of convergence,
    that is a new result even for general i.i.d. matrices beyond the explicitly solvable
    Gaussian cases. The main ingredient is the proof of the local inhomogeneous circular
    law [arXiv:1612.07776] at the spectral edge.
acknowledgement: Partially supported by ERC Starting Grant RandMat No. 715539 and
  the SwissMap grant of Swiss National Science Foundation. Partially supported by
  ERC Advanced Grant RanMat No. 338804. Partially supported by the Hausdorff Center
  for Mathematics in Bonn.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Johannes
  full_name: Alt, Johannes
  id: 36D3D8B6-F248-11E8-B48F-1D18A9856A87
  last_name: Alt
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Torben H
  full_name: Krüger, Torben H
  id: 3020C786-F248-11E8-B48F-1D18A9856A87
  last_name: Krüger
  orcid: 0000-0002-4821-3297
citation:
  ama: Alt J, Erdös L, Krüger TH. Spectral radius of random matrices with independent
    entries. <i>Probability and Mathematical Physics</i>. 2021;2(2):221-280. doi:<a
    href="https://doi.org/10.2140/pmp.2021.2.221">10.2140/pmp.2021.2.221</a>
  apa: Alt, J., Erdös, L., &#38; Krüger, T. H. (2021). Spectral radius of random matrices
    with independent entries. <i>Probability and Mathematical Physics</i>. Mathematical
    Sciences Publishers. <a href="https://doi.org/10.2140/pmp.2021.2.221">https://doi.org/10.2140/pmp.2021.2.221</a>
  chicago: Alt, Johannes, László Erdös, and Torben H Krüger. “Spectral Radius of Random
    Matrices with Independent Entries.” <i>Probability and Mathematical Physics</i>.
    Mathematical Sciences Publishers, 2021. <a href="https://doi.org/10.2140/pmp.2021.2.221">https://doi.org/10.2140/pmp.2021.2.221</a>.
  ieee: J. Alt, L. Erdös, and T. H. Krüger, “Spectral radius of random matrices with
    independent entries,” <i>Probability and Mathematical Physics</i>, vol. 2, no.
    2. Mathematical Sciences Publishers, pp. 221–280, 2021.
  ista: Alt J, Erdös L, Krüger TH. 2021. Spectral radius of random matrices with independent
    entries. Probability and Mathematical Physics. 2(2), 221–280.
  mla: Alt, Johannes, et al. “Spectral Radius of Random Matrices with Independent
    Entries.” <i>Probability and Mathematical Physics</i>, vol. 2, no. 2, Mathematical
    Sciences Publishers, 2021, pp. 221–80, doi:<a href="https://doi.org/10.2140/pmp.2021.2.221">10.2140/pmp.2021.2.221</a>.
  short: J. Alt, L. Erdös, T.H. Krüger, Probability and Mathematical Physics 2 (2021)
    221–280.
date_created: 2024-02-18T23:01:03Z
date_published: 2021-05-21T00:00:00Z
date_updated: 2024-02-19T08:30:00Z
day: '21'
department:
- _id: LaEr
doi: 10.2140/pmp.2021.2.221
ec_funded: 1
external_id:
  arxiv:
  - '1907.13631'
intvolume: '         2'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1907.13631
month: '05'
oa: 1
oa_version: Preprint
page: 221-280
project:
- _id: 258DCDE6-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '338804'
  name: Random matrices, universality and disordered quantum systems
publication: Probability and Mathematical Physics
publication_identifier:
  eissn:
  - 2690-1005
  issn:
  - 2690-0998
publication_status: published
publisher: Mathematical Sciences Publishers
quality_controlled: '1'
scopus_import: '1'
status: public
title: Spectral radius of random matrices with independent entries
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2021'
...
---
_id: '13057'
abstract:
- lang: eng
  text: 'This dataset comprises all data shown in the figures of the submitted article
    "Geometric superinductance qubits: Controlling phase delocalization across a single
    Josephson junction". Additional raw data are available from the corresponding
    author on reasonable request.'
article_processing_charge: No
author:
- first_name: Matilda
  full_name: Peruzzo, Matilda
  id: 3F920B30-F248-11E8-B48F-1D18A9856A87
  last_name: Peruzzo
  orcid: 0000-0002-3415-4628
- first_name: Farid
  full_name: Hassani, Farid
  id: 2AED110C-F248-11E8-B48F-1D18A9856A87
  last_name: Hassani
  orcid: 0000-0001-6937-5773
- first_name: Grisha
  full_name: Szep, Grisha
  last_name: Szep
- first_name: Andrea
  full_name: Trioni, Andrea
  id: 42F71B44-F248-11E8-B48F-1D18A9856A87
  last_name: Trioni
- first_name: Elena
  full_name: Redchenko, Elena
  id: 2C21D6E8-F248-11E8-B48F-1D18A9856A87
  last_name: Redchenko
- first_name: Martin
  full_name: Zemlicka, Martin
  id: 2DCF8DE6-F248-11E8-B48F-1D18A9856A87
  last_name: Zemlicka
- first_name: Johannes M
  full_name: Fink, Johannes M
  id: 4B591CBA-F248-11E8-B48F-1D18A9856A87
  last_name: Fink
  orcid: 0000-0001-8112-028X
citation:
  ama: 'Peruzzo M, Hassani F, Szep G, et al. Geometric superinductance qubits: Controlling
    phase delocalization across a single Josephson junction. 2021. doi:<a href="https://doi.org/10.5281/ZENODO.5592103">10.5281/ZENODO.5592103</a>'
  apa: 'Peruzzo, M., Hassani, F., Szep, G., Trioni, A., Redchenko, E., Zemlicka, M.,
    &#38; Fink, J. M. (2021). Geometric superinductance qubits: Controlling phase
    delocalization across a single Josephson junction. Zenodo. <a href="https://doi.org/10.5281/ZENODO.5592103">https://doi.org/10.5281/ZENODO.5592103</a>'
  chicago: 'Peruzzo, Matilda, Farid Hassani, Grisha Szep, Andrea Trioni, Elena Redchenko,
    Martin Zemlicka, and Johannes M Fink. “Geometric Superinductance Qubits: Controlling
    Phase Delocalization across a Single Josephson Junction.” Zenodo, 2021. <a href="https://doi.org/10.5281/ZENODO.5592103">https://doi.org/10.5281/ZENODO.5592103</a>.'
  ieee: 'M. Peruzzo <i>et al.</i>, “Geometric superinductance qubits: Controlling
    phase delocalization across a single Josephson junction.” Zenodo, 2021.'
  ista: 'Peruzzo M, Hassani F, Szep G, Trioni A, Redchenko E, Zemlicka M, Fink JM.
    2021. Geometric superinductance qubits: Controlling phase delocalization across
    a single Josephson junction, Zenodo, <a href="https://doi.org/10.5281/ZENODO.5592103">10.5281/ZENODO.5592103</a>.'
  mla: 'Peruzzo, Matilda, et al. <i>Geometric Superinductance Qubits: Controlling
    Phase Delocalization across a Single Josephson Junction</i>. Zenodo, 2021, doi:<a
    href="https://doi.org/10.5281/ZENODO.5592103">10.5281/ZENODO.5592103</a>.'
  short: M. Peruzzo, F. Hassani, G. Szep, A. Trioni, E. Redchenko, M. Zemlicka, J.M.
    Fink, (2021).
date_created: 2023-05-23T13:42:27Z
date_published: 2021-10-22T00:00:00Z
date_updated: 2023-08-11T10:44:21Z
day: '22'
ddc:
- '530'
department:
- _id: JoFi
doi: 10.5281/ZENODO.5592103
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5281/zenodo.5592104
month: '10'
oa: 1
oa_version: Published Version
publisher: Zenodo
related_material:
  record:
  - id: '9928'
    relation: used_in_publication
    status: public
status: public
title: 'Geometric superinductance qubits: Controlling phase delocalization across
  a single Josephson junction'
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: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13058'
abstract:
- lang: eng
  text: The zip file includes source data used in the main text of the manuscript
    "Theory of branching morphogenesis by local interactions and global guidance",
    as well as a representative Jupyter notebook to reproduce the main figures. A
    sample script for the simulations of branching and annihilating random walks is
    also included (Sample_script_for_simulations_of_BARWs.ipynb) to generate exemplary
    branched networks under external guidance. A detailed description of the simulation
    setup is provided in the supplementary information of the manuscipt.
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
citation:
  ama: Ucar MC. Source data for the manuscript “Theory of branching morphogenesis
    by local interactions and global guidance.” 2021. doi:<a href="https://doi.org/10.5281/ZENODO.5257160">10.5281/ZENODO.5257160</a>
  apa: Ucar, M. C. (2021). Source data for the manuscript “Theory of branching morphogenesis
    by local interactions and global guidance.” Zenodo. <a href="https://doi.org/10.5281/ZENODO.5257160">https://doi.org/10.5281/ZENODO.5257160</a>
  chicago: Ucar, Mehmet C. “Source Data for the Manuscript ‘Theory of Branching Morphogenesis
    by Local Interactions and Global Guidance.’” Zenodo, 2021. <a href="https://doi.org/10.5281/ZENODO.5257160">https://doi.org/10.5281/ZENODO.5257160</a>.
  ieee: M. C. Ucar, “Source data for the manuscript ‘Theory of branching morphogenesis
    by local interactions and global guidance.’” Zenodo, 2021.
  ista: Ucar MC. 2021. Source data for the manuscript ‘Theory of branching morphogenesis
    by local interactions and global guidance’, Zenodo, <a href="https://doi.org/10.5281/ZENODO.5257160">10.5281/ZENODO.5257160</a>.
  mla: Ucar, Mehmet C. <i>Source Data for the Manuscript “Theory of Branching Morphogenesis
    by Local Interactions and Global Guidance.”</i> Zenodo, 2021, doi:<a href="https://doi.org/10.5281/ZENODO.5257160">10.5281/ZENODO.5257160</a>.
  short: M.C. Ucar, (2021).
date_created: 2023-05-23T13:46:34Z
date_published: 2021-08-25T00:00:00Z
date_updated: 2023-08-14T13:18:46Z
day: '25'
ddc:
- '570'
department:
- _id: EdHa
doi: 10.5281/ZENODO.5257160
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5281/zenodo.5257161
month: '08'
oa: 1
oa_version: Published Version
publisher: Zenodo
related_material:
  record:
  - id: '10402'
    relation: used_in_publication
    status: public
status: public
title: Source data for the manuscript "Theory of branching morphogenesis by local
  interactions and global guidance"
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: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13061'
abstract:
- lang: eng
  text: Infections early in life can have enduring effects on an organism’s development
    and immunity. In this study, we show that this equally applies to developing “superorganisms”
    – incipient social insect colonies. When we exposed newly mated Lasius niger ant
    queens to a low pathogen dose, their colonies grew more slowly than controls before
    winter, but reached similar sizes afterwards. Independent of exposure, queen hibernation
    survival improved when the ratio of pupae to workers was small. Queens that reared
    fewer pupae before worker emergence exhibited lower pathogen levels, indicating
    that high brood rearing efforts interfere with the ability of the queen’s immune
    system to suppress pathogen proliferation. Early-life queen pathogen-exposure
    also improved the immunocompetence of her worker offspring, as demonstrated by
    challenging the workers to the same pathogen a year later. Transgenerational transfer
    of the queen’s pathogen experience to her workforce can hence durably reduce the
    disease susceptibility of the whole superorganism.
article_processing_charge: No
author:
- first_name: Barbara E
  full_name: Casillas Perez, Barbara E
  id: 351ED2AA-F248-11E8-B48F-1D18A9856A87
  last_name: Casillas Perez
- first_name: Christopher
  full_name: Pull, Christopher
  id: 3C7F4840-F248-11E8-B48F-1D18A9856A87
  last_name: Pull
  orcid: 0000-0003-1122-3982
- first_name: Filip
  full_name: Naiser, Filip
  last_name: Naiser
- first_name: Elisabeth
  full_name: Naderlinger, Elisabeth
  last_name: Naderlinger
- first_name: Jiri
  full_name: Matas, Jiri
  last_name: Matas
- first_name: Sylvia
  full_name: Cremer, Sylvia
  id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87
  last_name: Cremer
  orcid: 0000-0002-2193-3868
citation:
  ama: Casillas Perez BE, Pull C, Naiser F, Naderlinger E, Matas J, Cremer S. Early
    queen infection shapes developmental dynamics and induces long-term disease protection
    in incipient ant colonies. 2021. doi:<a href="https://doi.org/10.5061/DRYAD.7PVMCVDTJ">10.5061/DRYAD.7PVMCVDTJ</a>
  apa: Casillas Perez, B. E., Pull, C., Naiser, F., Naderlinger, E., Matas, J., &#38;
    Cremer, S. (2021). Early queen infection shapes developmental dynamics and induces
    long-term disease protection in incipient ant colonies. Dryad. <a href="https://doi.org/10.5061/DRYAD.7PVMCVDTJ">https://doi.org/10.5061/DRYAD.7PVMCVDTJ</a>
  chicago: Casillas Perez, Barbara E, Christopher Pull, Filip Naiser, Elisabeth Naderlinger,
    Jiri Matas, and Sylvia Cremer. “Early Queen Infection Shapes Developmental Dynamics
    and Induces Long-Term Disease Protection in Incipient Ant Colonies.” Dryad, 2021.
    <a href="https://doi.org/10.5061/DRYAD.7PVMCVDTJ">https://doi.org/10.5061/DRYAD.7PVMCVDTJ</a>.
  ieee: B. E. Casillas Perez, C. Pull, F. Naiser, E. Naderlinger, J. Matas, and S.
    Cremer, “Early queen infection shapes developmental dynamics and induces long-term
    disease protection in incipient ant colonies.” Dryad, 2021.
  ista: Casillas Perez BE, Pull C, Naiser F, Naderlinger E, Matas J, Cremer S. 2021.
    Early queen infection shapes developmental dynamics and induces long-term disease
    protection in incipient ant colonies, Dryad, <a href="https://doi.org/10.5061/DRYAD.7PVMCVDTJ">10.5061/DRYAD.7PVMCVDTJ</a>.
  mla: Casillas Perez, Barbara E., et al. <i>Early Queen Infection Shapes Developmental
    Dynamics and Induces Long-Term Disease Protection in Incipient Ant Colonies</i>.
    Dryad, 2021, doi:<a href="https://doi.org/10.5061/DRYAD.7PVMCVDTJ">10.5061/DRYAD.7PVMCVDTJ</a>.
  short: B.E. Casillas Perez, C. Pull, F. Naiser, E. Naderlinger, J. Matas, S. Cremer,
    (2021).
date_created: 2023-05-23T16:14:35Z
date_published: 2021-10-29T00:00:00Z
date_updated: 2023-08-14T11:45:28Z
day: '29'
ddc:
- '570'
department:
- _id: SyCr
doi: 10.5061/DRYAD.7PVMCVDTJ
ec_funded: 1
license: https://creativecommons.org/publicdomain/zero/1.0/
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.7pvmcvdtj
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 2649B4DE-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '771402'
  name: Epidemics in ant societies on a chip
publisher: Dryad
related_material:
  record:
  - id: '10284'
    relation: used_in_publication
    status: public
status: public
title: Early queen infection shapes developmental dynamics and induces long-term disease
  protection in incipient ant colonies
tmp:
  image: /images/cc_0.png
  legal_code_url: https://creativecommons.org/publicdomain/zero/1.0/legalcode
  name: Creative Commons Public Domain Dedication (CC0 1.0)
  short: CC0 (1.0)
type: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13062'
abstract:
- lang: eng
  text: 'This paper analyzes the conditions for local adaptation in a metapopulation
    with infinitely many islands under a model of hard selection, where population
    size depends on local fitness. Each island belongs to one of two distinct ecological
    niches or habitats. Fitness is influenced by an additive trait which is under
    habitat-dependent directional selection. Our analysis is based on the diffusion
    approximation and  accounts for both genetic drift and demographic stochasticity.
    By neglecting linkage disequilibria, it yields the joint distribution of allele
    frequencies and population size on each island. We find that under hard selection,
    the conditions for local adaptation in a rare habitat are more restrictive for
    more polygenic traits: even moderate migration load per locus at very many loci
    is sufficient for population sizes to decline. This further reduces the efficacy
    of selection at individual loci due to increased drift and because smaller populations
    are more prone to swamping due to migration, causing a positive feedback between
    increasing maladaptation and declining population sizes. Our analysis also highlights
    the importance of demographic stochasticity, which  exacerbates the decline in
    numbers of maladapted populations, leading to population collapse in the rare
    habitat at significantly lower migration than predicted by deterministic arguments.'
article_processing_charge: No
author:
- first_name: Eniko
  full_name: Szep, Eniko
  id: 485BB5A4-F248-11E8-B48F-1D18A9856A87
  last_name: Szep
- first_name: Himani
  full_name: Sachdeva, Himani
  id: 42377A0A-F248-11E8-B48F-1D18A9856A87
  last_name: Sachdeva
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
citation:
  ama: 'Szep E, Sachdeva H, Barton NH. Supplementary code for: Polygenic local adaptation
    in metapopulations: A stochastic eco-evolutionary model. 2021. doi:<a href="https://doi.org/10.5061/DRYAD.8GTHT76P1">10.5061/DRYAD.8GTHT76P1</a>'
  apa: 'Szep, E., Sachdeva, H., &#38; Barton, N. H. (2021). Supplementary code for:
    Polygenic local adaptation in metapopulations: A stochastic eco-evolutionary model.
    Dryad. <a href="https://doi.org/10.5061/DRYAD.8GTHT76P1">https://doi.org/10.5061/DRYAD.8GTHT76P1</a>'
  chicago: 'Szep, Eniko, Himani Sachdeva, and Nicholas H Barton. “Supplementary Code
    for: Polygenic Local Adaptation in Metapopulations: A Stochastic Eco-Evolutionary
    Model.” Dryad, 2021. <a href="https://doi.org/10.5061/DRYAD.8GTHT76P1">https://doi.org/10.5061/DRYAD.8GTHT76P1</a>.'
  ieee: 'E. Szep, H. Sachdeva, and N. H. Barton, “Supplementary code for: Polygenic
    local adaptation in metapopulations: A stochastic eco-evolutionary model.” Dryad,
    2021.'
  ista: 'Szep E, Sachdeva H, Barton NH. 2021. Supplementary code for: Polygenic local
    adaptation in metapopulations: A stochastic eco-evolutionary model, Dryad, <a
    href="https://doi.org/10.5061/DRYAD.8GTHT76P1">10.5061/DRYAD.8GTHT76P1</a>.'
  mla: 'Szep, Eniko, et al. <i>Supplementary Code for: Polygenic Local Adaptation
    in Metapopulations: A Stochastic Eco-Evolutionary Model</i>. Dryad, 2021, doi:<a
    href="https://doi.org/10.5061/DRYAD.8GTHT76P1">10.5061/DRYAD.8GTHT76P1</a>.'
  short: E. Szep, H. Sachdeva, N.H. Barton, (2021).
date_created: 2023-05-23T16:17:02Z
date_published: 2021-03-02T00:00:00Z
date_updated: 2023-09-05T15:44:05Z
day: '02'
ddc:
- '570'
department:
- _id: NiBa
doi: 10.5061/DRYAD.8GTHT76P1
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.8gtht76p1
month: '03'
oa: 1
oa_version: Published Version
publisher: Dryad
related_material:
  record:
  - id: '9252'
    relation: used_in_publication
    status: public
status: public
title: 'Supplementary code for: Polygenic local adaptation in metapopulations: A stochastic
  eco-evolutionary model'
tmp:
  image: /images/cc_0.png
  legal_code_url: https://creativecommons.org/publicdomain/zero/1.0/legalcode
  name: Creative Commons Public Domain Dedication (CC0 1.0)
  short: CC0 (1.0)
type: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13063'
abstract:
- lang: eng
  text: We develop a Bayesian model (BayesRR-RC) that provides robust SNP-heritability
    estimation, an alternative to marker discovery, and accurate genomic prediction,
    taking 22 seconds per iteration to estimate 8.4 million SNP-effects and 78 SNP-heritability
    parameters in the UK Biobank. We find that only $\leq$ 10\% of the genetic variation
    captured for height, body mass index, cardiovascular disease, and type 2 diabetes
    is attributable to proximal regulatory regions within 10kb upstream of genes,
    while 12-25% is attributed to coding regions, 32-44% to introns, and 22-28% to
    distal 10-500kb upstream regions. Up to 24% of all cis and coding regions of each
    chromosome are associated with each trait, with over 3,100 independent exonic
    and intronic regions and over 5,400 independent regulatory regions having &gt;95%
    probability of contributing &gt;0.001% to the genetic variance of these four traits.
    Our open-source software (GMRM) provides a scalable alternative to current approaches
    for biobank data.
article_processing_charge: No
author:
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
citation:
  ama: Robinson MR. Probabilistic inference of the genetic architecture of functional
    enrichment of complex traits. 2021. doi:<a href="https://doi.org/10.5061/dryad.sqv9s4n51">10.5061/dryad.sqv9s4n51</a>
  apa: Robinson, M. R. (2021). Probabilistic inference of the genetic architecture
    of functional enrichment of complex traits. Dryad. <a href="https://doi.org/10.5061/dryad.sqv9s4n51">https://doi.org/10.5061/dryad.sqv9s4n51</a>
  chicago: Robinson, Matthew Richard. “Probabilistic Inference of the Genetic Architecture
    of Functional Enrichment of Complex Traits.” Dryad, 2021. <a href="https://doi.org/10.5061/dryad.sqv9s4n51">https://doi.org/10.5061/dryad.sqv9s4n51</a>.
  ieee: M. R. Robinson, “Probabilistic inference of the genetic architecture of functional
    enrichment of complex traits.” Dryad, 2021.
  ista: Robinson MR. 2021. Probabilistic inference of the genetic architecture of
    functional enrichment of complex traits, Dryad, <a href="https://doi.org/10.5061/dryad.sqv9s4n51">10.5061/dryad.sqv9s4n51</a>.
  mla: Robinson, Matthew Richard. <i>Probabilistic Inference of the Genetic Architecture
    of Functional Enrichment of Complex Traits</i>. Dryad, 2021, doi:<a href="https://doi.org/10.5061/dryad.sqv9s4n51">10.5061/dryad.sqv9s4n51</a>.
  short: M.R. Robinson, (2021).
date_created: 2023-05-23T16:20:16Z
date_published: 2021-11-04T00:00:00Z
date_updated: 2023-09-26T10:36:15Z
day: '04'
ddc:
- '570'
department:
- _id: MaRo
doi: 10.5061/dryad.sqv9s4n51
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.sqv9s4n51
month: '11'
oa: 1
oa_version: Published Version
publisher: Dryad
related_material:
  link:
  - relation: software
    url: https://github.com/medical-genomics-group/gmrm
  record:
  - id: '8429'
    relation: used_in_publication
    status: public
status: public
title: Probabilistic inference of the genetic architecture of functional enrichment
  of complex traits
tmp:
  image: /images/cc_0.png
  legal_code_url: https://creativecommons.org/publicdomain/zero/1.0/legalcode
  name: Creative Commons Public Domain Dedication (CC0 1.0)
  short: CC0 (1.0)
type: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13068'
abstract:
- lang: eng
  text: Source data and source code for the graphs in "Spatiotemporal dynamics of
    self-organized branching pancreatic cancer-derived organoids".
article_processing_charge: No
author:
- first_name: Samuel
  full_name: Randriamanantsoa, Samuel
  last_name: Randriamanantsoa
- first_name: Aristeidis
  full_name: Papargyriou, Aristeidis
  last_name: Papargyriou
- first_name: Carlo
  full_name: Maurer, Carlo
  last_name: Maurer
- first_name: Katja
  full_name: Peschke, Katja
  last_name: Peschke
- first_name: Maximilian
  full_name: Schuster, Maximilian
  last_name: Schuster
- first_name: Giulia
  full_name: Zecchin, Giulia
  last_name: Zecchin
- first_name: Katja
  full_name: Steiger, Katja
  last_name: Steiger
- first_name: Rupert
  full_name: Öllinger, Rupert
  last_name: Öllinger
- first_name: Dieter
  full_name: Saur, Dieter
  last_name: Saur
- first_name: Christina
  full_name: Scheel, Christina
  last_name: Scheel
- first_name: Roland
  full_name: Rad, Roland
  last_name: Rad
- 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: Maximilian
  full_name: Reichert, Maximilian
  last_name: Reichert
- first_name: Andreas R.
  full_name: Bausch, Andreas R.
  last_name: Bausch
citation:
  ama: Randriamanantsoa S, Papargyriou A, Maurer C, et al. Spatiotemporal dynamics
    of self-organized branching in pancreas-derived organoids. 2021. doi:<a href="https://doi.org/10.5281/ZENODO.5148117">10.5281/ZENODO.5148117</a>
  apa: Randriamanantsoa, S., Papargyriou, A., Maurer, C., Peschke, K., Schuster, M.,
    Zecchin, G., … Bausch, A. R. (2021). Spatiotemporal dynamics of self-organized
    branching in pancreas-derived organoids. Zenodo. <a href="https://doi.org/10.5281/ZENODO.5148117">https://doi.org/10.5281/ZENODO.5148117</a>
  chicago: Randriamanantsoa, Samuel, Aristeidis Papargyriou, Carlo Maurer, Katja Peschke,
    Maximilian Schuster, Giulia Zecchin, Katja Steiger, et al. “Spatiotemporal Dynamics
    of Self-Organized Branching in Pancreas-Derived Organoids.” Zenodo, 2021. <a href="https://doi.org/10.5281/ZENODO.5148117">https://doi.org/10.5281/ZENODO.5148117</a>.
  ieee: S. Randriamanantsoa <i>et al.</i>, “Spatiotemporal dynamics of self-organized
    branching in pancreas-derived organoids.” Zenodo, 2021.
  ista: Randriamanantsoa S, Papargyriou A, Maurer C, Peschke K, Schuster M, Zecchin
    G, Steiger K, Öllinger R, Saur D, Scheel C, Rad R, Hannezo EB, Reichert M, Bausch
    AR. 2021. Spatiotemporal dynamics of self-organized branching in pancreas-derived
    organoids, Zenodo, <a href="https://doi.org/10.5281/ZENODO.5148117">10.5281/ZENODO.5148117</a>.
  mla: Randriamanantsoa, Samuel, et al. <i>Spatiotemporal Dynamics of Self-Organized
    Branching in Pancreas-Derived Organoids</i>. Zenodo, 2021, doi:<a href="https://doi.org/10.5281/ZENODO.5148117">10.5281/ZENODO.5148117</a>.
  short: S. Randriamanantsoa, A. Papargyriou, C. Maurer, K. Peschke, M. Schuster,
    G. Zecchin, K. Steiger, R. Öllinger, D. Saur, C. Scheel, R. Rad, E.B. Hannezo,
    M. Reichert, A.R. Bausch, (2021).
date_created: 2023-05-23T16:39:24Z
date_published: 2021-07-30T00:00:00Z
date_updated: 2023-08-04T09:25:23Z
day: '30'
ddc:
- '570'
department:
- _id: EdHa
doi: 10.5281/ZENODO.5148117
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5281/zenodo.6577226
month: '07'
oa: 1
oa_version: Published Version
publisher: Zenodo
related_material:
  record:
  - id: '12217'
    relation: used_in_publication
    status: public
status: public
title: Spatiotemporal dynamics of self-organized branching in pancreas-derived organoids
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: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13069'
abstract:
- lang: eng
  text: To survive elevated temperatures, ectotherms adjust the fluidity of membranes
    by fine-tuning lipid desaturation levels in a process previously described to
    be cell-autonomous. We have discovered that, in Caenorhabditis elegans, neuronal
    Heat shock Factor 1 (HSF-1), the conserved master regulator of the heat shock
    response (HSR)- causes extensive fat remodelling in peripheral tissues. These
    changes include a decrease in fat desaturase and acid lipase expression in the
    intestine, and a global shift in the saturation levels of plasma membrane’s phospholipids.
    The observed remodelling of plasma membrane is in line with ectothermic adaptive
    responses and gives worms a cumulative advantage to warm temperatures. We have
    determined that at least six TAX-2/TAX-4 cGMP gated channel expressing sensory
    neurons and TGF-β/BMP are required for signalling across tissues to modulate fat
    desaturation. We also find neuronal hsf-1  is not only sufficient but also partially
    necessary to control the fat remodelling response and for survival at warm temperatures.
    This is the first study to show that a thermostat-based mechanism can cell non-autonomously
    coordinate membrane saturation and composition across tissues in a multicellular
    animal.
article_processing_charge: No
author:
- first_name: Laetitia
  full_name: Chauve, Laetitia
  last_name: Chauve
- first_name: Francesca
  full_name: Hodge, Francesca
  last_name: Hodge
- first_name: Sharlene
  full_name: Murdoch, Sharlene
  last_name: Murdoch
- first_name: Fatemah
  full_name: Masoudzadeh, Fatemah
  last_name: Masoudzadeh
- first_name: Harry-Jack
  full_name: Mann, Harry-Jack
  last_name: Mann
- first_name: Andrea
  full_name: Lopez-Clavijo, Andrea
  last_name: Lopez-Clavijo
- first_name: Hanneke
  full_name: Okkenhaug, Hanneke
  last_name: Okkenhaug
- first_name: Greg
  full_name: West, Greg
  last_name: West
- first_name: Bebiana C.
  full_name: Sousa, Bebiana C.
  last_name: Sousa
- first_name: Anne
  full_name: Segonds-Pichon, Anne
  last_name: Segonds-Pichon
- first_name: Cheryl
  full_name: Li, Cheryl
  last_name: Li
- first_name: Steven
  full_name: Wingett, Steven
  last_name: Wingett
- first_name: Hermine
  full_name: Kienberger, Hermine
  last_name: Kienberger
- first_name: Karin
  full_name: Kleigrewe, Karin
  last_name: Kleigrewe
- first_name: Mario
  full_name: de Bono, Mario
  id: 4E3FF80E-F248-11E8-B48F-1D18A9856A87
  last_name: de Bono
  orcid: 0000-0001-8347-0443
- first_name: Michael
  full_name: Wakelam, Michael
  last_name: Wakelam
- first_name: Olivia
  full_name: Casanueva, Olivia
  last_name: Casanueva
citation:
  ama: Chauve L, Hodge F, Murdoch S, et al. Neuronal HSF-1 coordinates the propagation
    of fat desaturation across tissues to enable adaptation to high temperatures in
    C. elegans. 2021. doi:<a href="https://doi.org/10.5281/ZENODO.5519410">10.5281/ZENODO.5519410</a>
  apa: Chauve, L., Hodge, F., Murdoch, S., Masoudzadeh, F., Mann, H.-J., Lopez-Clavijo,
    A., … Casanueva, O. (2021). Neuronal HSF-1 coordinates the propagation of fat
    desaturation across tissues to enable adaptation to high temperatures in C. elegans.
    Zenodo. <a href="https://doi.org/10.5281/ZENODO.5519410">https://doi.org/10.5281/ZENODO.5519410</a>
  chicago: Chauve, Laetitia, Francesca Hodge, Sharlene Murdoch, Fatemah Masoudzadeh,
    Harry-Jack Mann, Andrea Lopez-Clavijo, Hanneke Okkenhaug, et al. “Neuronal HSF-1
    Coordinates the Propagation of Fat Desaturation across Tissues to Enable Adaptation
    to High Temperatures in C. Elegans.” Zenodo, 2021. <a href="https://doi.org/10.5281/ZENODO.5519410">https://doi.org/10.5281/ZENODO.5519410</a>.
  ieee: L. Chauve <i>et al.</i>, “Neuronal HSF-1 coordinates the propagation of fat
    desaturation across tissues to enable adaptation to high temperatures in C. elegans.”
    Zenodo, 2021.
  ista: Chauve L, Hodge F, Murdoch S, Masoudzadeh F, Mann H-J, Lopez-Clavijo A, Okkenhaug
    H, West G, Sousa BC, Segonds-Pichon A, Li C, Wingett S, Kienberger H, Kleigrewe
    K, de Bono M, Wakelam M, Casanueva O. 2021. Neuronal HSF-1 coordinates the propagation
    of fat desaturation across tissues to enable adaptation to high temperatures in
    C. elegans, Zenodo, <a href="https://doi.org/10.5281/ZENODO.5519410">10.5281/ZENODO.5519410</a>.
  mla: Chauve, Laetitia, et al. <i>Neuronal HSF-1 Coordinates the Propagation of Fat
    Desaturation across Tissues to Enable Adaptation to High Temperatures in C. Elegans</i>.
    Zenodo, 2021, doi:<a href="https://doi.org/10.5281/ZENODO.5519410">10.5281/ZENODO.5519410</a>.
  short: L. Chauve, F. Hodge, S. Murdoch, F. Masoudzadeh, H.-J. Mann, A. Lopez-Clavijo,
    H. Okkenhaug, G. West, B.C. Sousa, A. Segonds-Pichon, C. Li, S. Wingett, H. Kienberger,
    K. Kleigrewe, M. de Bono, M. Wakelam, O. Casanueva, (2021).
date_created: 2023-05-23T16:40:56Z
date_published: 2021-12-25T00:00:00Z
date_updated: 2023-08-14T11:53:26Z
day: '25'
ddc:
- '570'
department:
- _id: MaDe
doi: 10.5281/ZENODO.5519410
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5281/zenodo.5547464
month: '12'
oa: 1
oa_version: Published Version
publisher: Zenodo
related_material:
  record:
  - id: '10322'
    relation: used_in_publication
    status: public
status: public
title: Neuronal HSF-1 coordinates the propagation of fat desaturation across tissues
  to enable adaptation to high temperatures in C. elegans
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: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13072'
abstract:
- lang: eng
  text: CpGs and corresponding mean weights for DNAm-based prediction of cognitive
    abilities (6 traits)
article_processing_charge: No
author:
- first_name: Daniel L
  full_name: McCartney, Daniel L
  last_name: McCartney
- first_name: Robert F
  full_name: Hillary, Robert F
  last_name: Hillary
- first_name: Eleanor LS
  full_name: Conole, Eleanor LS
  last_name: Conole
- first_name: Daniel
  full_name: Trejo Banos, Daniel
  last_name: Trejo Banos
- first_name: Danni A
  full_name: Gadd, Danni A
  last_name: Gadd
- first_name: Rosie M
  full_name: Walker, Rosie M
  last_name: Walker
- first_name: Cliff
  full_name: Nangle, Cliff
  last_name: Nangle
- first_name: Robin
  full_name: Flaig, Robin
  last_name: Flaig
- first_name: Archie
  full_name: Campbell, Archie
  last_name: Campbell
- first_name: Alison D
  full_name: Murray, Alison D
  last_name: Murray
- first_name: Susana
  full_name: Munoz Maniega, Susana
  last_name: Munoz Maniega
- first_name: Maria
  full_name: del C Valdes-Hernandez, Maria
  last_name: del C Valdes-Hernandez
- first_name: Mathew A
  full_name: Harris, Mathew A
  last_name: Harris
- first_name: Mark E
  full_name: Bastin, Mark E
  last_name: Bastin
- first_name: Joanna M
  full_name: Wardlaw, Joanna M
  last_name: Wardlaw
- first_name: Sarah E
  full_name: Harris, Sarah E
  last_name: Harris
- first_name: David J
  full_name: Porteous, David J
  last_name: Porteous
- first_name: Elliot M
  full_name: Tucker-Drob, Elliot M
  last_name: Tucker-Drob
- first_name: Andrew M
  full_name: McIntosh, Andrew M
  last_name: McIntosh
- first_name: Kathryn L
  full_name: Evans, Kathryn L
  last_name: Evans
- first_name: Ian J
  full_name: Deary, Ian J
  last_name: Deary
- first_name: Simon R
  full_name: Cox, Simon R
  last_name: Cox
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
- first_name: Riccardo E
  full_name: Marioni, Riccardo E
  last_name: Marioni
citation:
  ama: McCartney DL, Hillary RF, Conole EL, et al. Blood-based epigenome-wide analyses
    of cognitive abilities. 2021. doi:<a href="https://doi.org/10.5281/ZENODO.5794028">10.5281/ZENODO.5794028</a>
  apa: McCartney, D. L., Hillary, R. F., Conole, E. L., Trejo Banos, D., Gadd, D.
    A., Walker, R. M., … Marioni, R. E. (2021). Blood-based epigenome-wide analyses
    of cognitive abilities. Zenodo. <a href="https://doi.org/10.5281/ZENODO.5794028">https://doi.org/10.5281/ZENODO.5794028</a>
  chicago: McCartney, Daniel L, Robert F Hillary, Eleanor LS Conole, Daniel Trejo
    Banos, Danni A Gadd, Rosie M Walker, Cliff Nangle, et al. “Blood-Based Epigenome-Wide
    Analyses of Cognitive Abilities.” Zenodo, 2021. <a href="https://doi.org/10.5281/ZENODO.5794028">https://doi.org/10.5281/ZENODO.5794028</a>.
  ieee: D. L. McCartney <i>et al.</i>, “Blood-based epigenome-wide analyses of cognitive
    abilities.” Zenodo, 2021.
  ista: McCartney DL, Hillary RF, Conole EL, Trejo Banos D, Gadd DA, Walker RM, Nangle
    C, Flaig R, Campbell A, Murray AD, Munoz Maniega S, del C Valdes-Hernandez M,
    Harris MA, Bastin ME, Wardlaw JM, Harris SE, Porteous DJ, Tucker-Drob EM, McIntosh
    AM, Evans KL, Deary IJ, Cox SR, Robinson MR, Marioni RE. 2021. Blood-based epigenome-wide
    analyses of cognitive abilities, Zenodo, <a href="https://doi.org/10.5281/ZENODO.5794028">10.5281/ZENODO.5794028</a>.
  mla: McCartney, Daniel L., et al. <i>Blood-Based Epigenome-Wide Analyses of Cognitive
    Abilities</i>. Zenodo, 2021, doi:<a href="https://doi.org/10.5281/ZENODO.5794028">10.5281/ZENODO.5794028</a>.
  short: D.L. McCartney, R.F. Hillary, E.L. Conole, D. Trejo Banos, D.A. Gadd, R.M.
    Walker, C. Nangle, R. Flaig, A. Campbell, A.D. Murray, S. Munoz Maniega, M. del
    C Valdes-Hernandez, M.A. Harris, M.E. Bastin, J.M. Wardlaw, S.E. Harris, D.J.
    Porteous, E.M. Tucker-Drob, A.M. McIntosh, K.L. Evans, I.J. Deary, S.R. Cox, M.R.
    Robinson, R.E. Marioni, (2021).
date_created: 2023-05-23T16:46:20Z
date_published: 2021-12-20T00:00:00Z
date_updated: 2023-08-02T14:05:12Z
day: '20'
ddc:
- '570'
department:
- _id: MaRo
doi: 10.5281/ZENODO.5794028
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5281/zenodo.5794029
month: '12'
oa: 1
oa_version: Published Version
publisher: Zenodo
related_material:
  record:
  - id: '10702'
    relation: used_in_publication
    status: public
status: public
title: Blood-based epigenome-wide analyses of cognitive abilities
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: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13080'
abstract:
- lang: eng
  text: "Data for the manuscript 'Closing of the Induced Gap in a Hybrid Superconductor-Semiconductor
    Nanowire' ([2006.01275] Closing of the Induced Gap in a Hybrid Superconductor-Semiconductor
    Nanowire (arxiv.org))\r\n\r\nWe upload a pdf with extended data sets, and the
    raw data for these extended datasets as well."
article_processing_charge: No
author:
- first_name: Denise
  full_name: Puglia, Denise
  id: 4D495994-AE37-11E9-AC72-31CAE5697425
  last_name: Puglia
- first_name: Esteban
  full_name: Martinez, Esteban
  last_name: Martinez
- first_name: Gerbold
  full_name: Menard, Gerbold
  last_name: Menard
- first_name: Andreas
  full_name: Pöschl, Andreas
  last_name: Pöschl
- first_name: Sergei
  full_name: Gronin, Sergei
  last_name: Gronin
- first_name: Geoffrey
  full_name: Gardner, Geoffrey
  last_name: Gardner
- first_name: Ray
  full_name: Kallaher, Ray
  last_name: Kallaher
- first_name: Michael
  full_name: Manfra, Michael
  last_name: Manfra
- first_name: Charles
  full_name: Marcus, Charles
  last_name: Marcus
- first_name: Andrew P
  full_name: Higginbotham, Andrew P
  id: 4AD6785A-F248-11E8-B48F-1D18A9856A87
  last_name: Higginbotham
  orcid: 0000-0003-2607-2363
- first_name: Lucas
  full_name: Casparis, Lucas
  last_name: Casparis
citation:
  ama: Puglia D, Martinez E, Menard G, et al. Data for ’Closing of the Induced Gap
    in a Hybrid Superconductor-Semiconductor Nanowire. 2021. doi:<a href="https://doi.org/10.5281/ZENODO.4592435">10.5281/ZENODO.4592435</a>
  apa: Puglia, D., Martinez, E., Menard, G., Pöschl, A., Gronin, S., Gardner, G.,
    … Casparis, L. (2021). Data for ’Closing of the Induced Gap in a Hybrid Superconductor-Semiconductor
    Nanowire. Zenodo. <a href="https://doi.org/10.5281/ZENODO.4592435">https://doi.org/10.5281/ZENODO.4592435</a>
  chicago: Puglia, Denise, Esteban Martinez, Gerbold Menard, Andreas Pöschl, Sergei
    Gronin, Geoffrey Gardner, Ray Kallaher, et al. “Data for ’Closing of the Induced
    Gap in a Hybrid Superconductor-Semiconductor Nanowire.” Zenodo, 2021. <a href="https://doi.org/10.5281/ZENODO.4592435">https://doi.org/10.5281/ZENODO.4592435</a>.
  ieee: D. Puglia <i>et al.</i>, “Data for ’Closing of the Induced Gap in a Hybrid
    Superconductor-Semiconductor Nanowire.” Zenodo, 2021.
  ista: Puglia D, Martinez E, Menard G, Pöschl A, Gronin S, Gardner G, Kallaher R,
    Manfra M, Marcus C, Higginbotham AP, Casparis L. 2021. Data for ’Closing of the
    Induced Gap in a Hybrid Superconductor-Semiconductor Nanowire, Zenodo, <a href="https://doi.org/10.5281/ZENODO.4592435">10.5281/ZENODO.4592435</a>.
  mla: Puglia, Denise, et al. <i>Data for ’Closing of the Induced Gap in a Hybrid
    Superconductor-Semiconductor Nanowire</i>. Zenodo, 2021, doi:<a href="https://doi.org/10.5281/ZENODO.4592435">10.5281/ZENODO.4592435</a>.
  short: D. Puglia, E. Martinez, G. Menard, A. Pöschl, S. Gronin, G. Gardner, R. Kallaher,
    M. Manfra, C. Marcus, A.P. Higginbotham, L. Casparis, (2021).
date_created: 2023-05-23T17:11:28Z
date_published: 2021-03-09T00:00:00Z
date_updated: 2023-08-08T14:08:07Z
day: '09'
ddc:
- '530'
department:
- _id: AnHi
doi: 10.5281/ZENODO.4592435
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5281/zenodo.4592460
month: '03'
oa: 1
oa_version: Published Version
publisher: Zenodo
related_material:
  link:
  - relation: software
    url: https://github.com/caslu85/Induced-Gap-Closing-Shared/tree/1.1.3
  record:
  - id: '9570'
    relation: used_in_publication
    status: public
status: public
title: Data for 'Closing of the Induced Gap in a Hybrid Superconductor-Semiconductor
  Nanowire
type: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '13146'
abstract:
- lang: eng
  text: 'A recent line of work has analyzed the theoretical properties of deep neural
    networks via the Neural Tangent Kernel (NTK). In particular, the smallest eigenvalue
    of the NTK has been related to the memorization capacity, the global convergence
    of gradient descent algorithms and the generalization of deep nets. However, existing
    results either provide bounds in the two-layer setting or assume that the spectrum
    of the NTK matrices is bounded away from 0 for multi-layer networks. In this paper,
    we provide tight bounds on the smallest eigenvalue of NTK matrices for deep ReLU
    nets, both in the limiting case of infinite widths and for finite widths. In the
    finite-width setting, the network architectures we consider are fairly general:
    we require the existence of a wide layer with roughly order of N neurons, N being
    the number of data samples; and the scaling of the remaining layer widths is arbitrary
    (up to logarithmic factors). To obtain our results, we analyze various quantities
    of independent interest: we give lower bounds on the smallest singular value of
    hidden feature matrices, and upper bounds on the Lipschitz constant of input-output
    feature maps.'
acknowledgement: The authors would like to thank the anonymous reviewers for their
  helpful comments. MM was partially supported by the 2019 Lopez-Loreta Prize. QN
  and GM acknowledge support from the European Research Council (ERC) under the European
  Union’s Horizon 2020 research and innovation programme (grant agreement no 757983).
article_processing_charge: No
arxiv: 1
author:
- first_name: Quynh
  full_name: Nguyen, Quynh
  last_name: Nguyen
- first_name: Marco
  full_name: Mondelli, Marco
  id: 27EB676C-8706-11E9-9510-7717E6697425
  last_name: Mondelli
  orcid: 0000-0002-3242-7020
- first_name: Guido
  full_name: Montufar, Guido
  last_name: Montufar
citation:
  ama: 'Nguyen Q, Mondelli M, Montufar G. Tight bounds on the smallest Eigenvalue
    of the neural tangent kernel for deep ReLU networks. In: <i>Proceedings of the
    38th International Conference on Machine Learning</i>. Vol 139. ML Research Press;
    2021:8119-8129.'
  apa: 'Nguyen, Q., Mondelli, M., &#38; Montufar, G. (2021). Tight bounds on the smallest
    Eigenvalue of the neural tangent kernel for deep ReLU networks. In <i>Proceedings
    of the 38th International Conference on Machine Learning</i> (Vol. 139, pp. 8119–8129).
    Virtual: ML Research Press.'
  chicago: Nguyen, Quynh, Marco Mondelli, and Guido Montufar. “Tight Bounds on the
    Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks.” In <i>Proceedings
    of the 38th International Conference on Machine Learning</i>, 139:8119–29. ML
    Research Press, 2021.
  ieee: Q. Nguyen, M. Mondelli, and G. Montufar, “Tight bounds on the smallest Eigenvalue
    of the neural tangent kernel for deep ReLU networks,” in <i>Proceedings of the
    38th International Conference on Machine Learning</i>, Virtual, 2021, vol. 139,
    pp. 8119–8129.
  ista: Nguyen Q, Mondelli M, Montufar G. 2021. Tight bounds on the smallest Eigenvalue
    of the neural tangent kernel for deep ReLU networks. Proceedings of the 38th International
    Conference on Machine Learning. International Conference on Machine Learning vol.
    139, 8119–8129.
  mla: Nguyen, Quynh, et al. “Tight Bounds on the Smallest Eigenvalue of the Neural
    Tangent Kernel for Deep ReLU Networks.” <i>Proceedings of the 38th International
    Conference on Machine Learning</i>, vol. 139, ML Research Press, 2021, pp. 8119–29.
  short: Q. Nguyen, M. Mondelli, G. Montufar, in:, Proceedings of the 38th International
    Conference on Machine Learning, ML Research Press, 2021, pp. 8119–8129.
conference:
  end_date: 2021-07-24
  location: Virtual
  name: International Conference on Machine Learning
  start_date: 2021-07-18
date_created: 2023-06-18T22:00:48Z
date_published: 2021-07-01T00:00:00Z
date_updated: 2024-09-10T13:03:17Z
day: '01'
ddc:
- '000'
department:
- _id: MaMo
external_id:
  arxiv:
  - '2012.11654'
file:
- access_level: open_access
  checksum: 19489cf5e16a0596b1f92e317d97c9b0
  content_type: application/pdf
  creator: dernst
  date_created: 2023-06-19T10:49:12Z
  date_updated: 2023-06-19T10:49:12Z
  file_id: '13155'
  file_name: 2021_PMLR_Nguyen.pdf
  file_size: 591332
  relation: main_file
  success: 1
file_date_updated: 2023-06-19T10:49:12Z
has_accepted_license: '1'
intvolume: '       139'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 8119-8129
project:
- _id: 059876FA-7A3F-11EA-A408-12923DDC885E
  name: Prix Lopez-Loretta 2019 - Marco Mondelli
publication: Proceedings of the 38th International Conference on Machine Learning
publication_identifier:
  eissn:
  - 2640-3498
  isbn:
  - '9781713845065'
publication_status: published
publisher: ML Research Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Tight bounds on the smallest Eigenvalue of the neural tangent kernel for deep
  ReLU networks
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 139
year: '2021'
...
---
_id: '13147'
abstract:
- lang: eng
  text: "We investigate fast and communication-efficient algorithms for the classic
    problem of minimizing a sum of strongly convex and smooth functions that are distributed
    among n\r\n different nodes, which can communicate using a limited number of bits.
    Most previous communication-efficient approaches for this problem are limited
    to first-order optimization, and therefore have \\emph{linear} dependence on the
    condition number in their communication complexity. We show that this dependence
    is not inherent: communication-efficient methods can in fact have sublinear dependence
    on the condition number. For this, we design and analyze the first communication-efficient
    distributed variants of preconditioned gradient descent for Generalized Linear
    Models, and for Newton’s method. Our results rely on a new technique for quantizing
    both the preconditioner and the descent direction at each step of the algorithms,
    while controlling their convergence rate. We also validate our findings experimentally,
    showing faster convergence and reduced communication relative to previous methods."
acknowledgement: The authors would like to thank Janne Korhonen, Aurelien Lucchi,
  Celestine MendlerDunner and Antonio Orvieto for helpful discussions. FA ¨and DA
  were supported during this work by the European Research Council (ERC) under the
  European Union’s Horizon 2020 research and innovation programme (grant agreement
  No 805223 ScaleML). PD was supported by the European Union’s Horizon 2020 programme
  under the Marie Skłodowska-Curie grant agreement No. 754411.
article_processing_charge: No
arxiv: 1
author:
- first_name: Foivos
  full_name: Alimisis, Foivos
  last_name: Alimisis
- first_name: Peter
  full_name: Davies, Peter
  id: 11396234-BB50-11E9-B24C-90FCE5697425
  last_name: Davies
  orcid: 0000-0002-5646-9524
- 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: 'Alimisis F, Davies P, Alistarh D-A. Communication-efficient distributed optimization
    with quantized preconditioners. In: <i>Proceedings of the 38th International Conference
    on Machine Learning</i>. Vol 139. ML Research Press; 2021:196-206.'
  apa: 'Alimisis, F., Davies, P., &#38; Alistarh, D.-A. (2021). Communication-efficient
    distributed optimization with quantized preconditioners. In <i>Proceedings of
    the 38th International Conference on Machine Learning</i> (Vol. 139, pp. 196–206).
    Virtual: ML Research Press.'
  chicago: Alimisis, Foivos, Peter Davies, and Dan-Adrian Alistarh. “Communication-Efficient
    Distributed Optimization with Quantized Preconditioners.” In <i>Proceedings of
    the 38th International Conference on Machine Learning</i>, 139:196–206. ML Research
    Press, 2021.
  ieee: F. Alimisis, P. Davies, and D.-A. Alistarh, “Communication-efficient distributed
    optimization with quantized preconditioners,” in <i>Proceedings of the 38th International
    Conference on Machine Learning</i>, Virtual, 2021, vol. 139, pp. 196–206.
  ista: Alimisis F, Davies P, Alistarh D-A. 2021. Communication-efficient distributed
    optimization with quantized preconditioners. Proceedings of the 38th International
    Conference on Machine Learning. International Conference on Machine Learning vol.
    139, 196–206.
  mla: Alimisis, Foivos, et al. “Communication-Efficient Distributed Optimization
    with Quantized Preconditioners.” <i>Proceedings of the 38th International Conference
    on Machine Learning</i>, vol. 139, ML Research Press, 2021, pp. 196–206.
  short: F. Alimisis, P. Davies, D.-A. Alistarh, in:, Proceedings of the 38th International
    Conference on Machine Learning, ML Research Press, 2021, pp. 196–206.
conference:
  end_date: 2021-07-24
  location: Virtual
  name: International Conference on Machine Learning
  start_date: 2021-07-18
date_created: 2023-06-18T22:00:48Z
date_published: 2021-07-01T00:00:00Z
date_updated: 2023-06-19T10:44:38Z
day: '01'
ddc:
- '000'
department:
- _id: DaAl
ec_funded: 1
external_id:
  arxiv:
  - '2102.07214'
file:
- access_level: open_access
  checksum: 7ec0d59bac268b49c76bf2e036dedd7a
  content_type: application/pdf
  creator: dernst
  date_created: 2023-06-19T10:41:05Z
  date_updated: 2023-06-19T10:41:05Z
  file_id: '13154'
  file_name: 2021_PMLR_Alimisis.pdf
  file_size: 429087
  relation: main_file
  success: 1
file_date_updated: 2023-06-19T10:41:05Z
has_accepted_license: '1'
intvolume: '       139'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 196-206
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '805223'
  name: Elastic Coordination for Scalable Machine Learning
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: Proceedings of the 38th International Conference on Machine Learning
publication_identifier:
  eissn:
  - 2640-3498
  isbn:
  - '9781713845065'
publication_status: published
publisher: ML Research Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Communication-efficient distributed optimization with quantized preconditioners
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 139
year: '2021'
...
---
_id: '13455'
abstract:
- lang: eng
  text: The majority of massive stars live in binary or multiple systems and will
    interact with a companion during their lifetimes, which helps to explain the observed
    diversity of core-collapse supernovae. Donor stars in binary systems can lose
    most of their hydrogen-rich envelopes through mass transfer. As a result, not
    only are the surface properties affected, but so is the core structure. However,
    most calculations of the core-collapse properties of massive stars rely on single-star
    models. We present a systematic study of the difference between the pre-supernova
    structures of single stars and stars of the same initial mass (11–21 M⊙) that
    have been stripped due to stable post-main-sequence mass transfer at solar metallicity.
    We present the pre-supernova core composition with novel diagrams that give an
    intuitive representation of the isotope distribution. As shown in previous studies,
    at the edge of the carbon-oxygen core, the binary-stripped star models contain
    an extended gradient of carbon, oxygen, and neon. This layer remains until core
    collapse and is more extended in mass for higher initial stellar masses. It originates
    from the receding of the convective helium core during core helium burning in
    binary-stripped stars, which does not occur in single-star models. We find that
    this same evolutionary phase leads to systematic differences in the final density
    and nuclear energy generation profiles. Binary-stripped star models have systematically
    higher total masses of carbon at the moment of core collapse compared to single-star
    models, which likely results in systematically different supernova yields. In
    about half of our models, the silicon-burning and oxygen-rich layers merge after
    core silicon burning. We discuss the implications of our findings for the “explodability”,
    supernova observations, and nucleosynthesis of these stars. Our models are publicly
    available and can be readily used as input for detailed supernova simulations.
article_number: A58
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: E.
  full_name: Laplace, E.
  last_name: Laplace
- first_name: S.
  full_name: Justham, S.
  last_name: Justham
- first_name: M.
  full_name: Renzo, M.
  last_name: Renzo
- first_name: Ylva Louise Linsdotter
  full_name: Götberg, Ylva Louise Linsdotter
  id: d0648d0c-0f64-11ee-a2e0-dd0faa2e4f7d
  last_name: Götberg
  orcid: 0000-0002-6960-6911
- first_name: R.
  full_name: Farmer, R.
  last_name: Farmer
- first_name: D.
  full_name: Vartanyan, D.
  last_name: Vartanyan
- first_name: S. E.
  full_name: de Mink, S. E.
  last_name: de Mink
citation:
  ama: 'Laplace E, Justham S, Renzo M, et al. Different to the core: The pre-supernova
    structures of massive single and binary-stripped stars. <i>Astronomy &#38; Astrophysics</i>.
    2021;656. doi:<a href="https://doi.org/10.1051/0004-6361/202140506">10.1051/0004-6361/202140506</a>'
  apa: 'Laplace, E., Justham, S., Renzo, M., Götberg, Y. L. L., Farmer, R., Vartanyan,
    D., &#38; de Mink, S. E. (2021). Different to the core: The pre-supernova structures
    of massive single and binary-stripped stars. <i>Astronomy &#38; Astrophysics</i>.
    EDP Sciences. <a href="https://doi.org/10.1051/0004-6361/202140506">https://doi.org/10.1051/0004-6361/202140506</a>'
  chicago: 'Laplace, E., S. Justham, M. Renzo, Ylva Louise Linsdotter Götberg, R.
    Farmer, D. Vartanyan, and S. E. de Mink. “Different to the Core: The Pre-Supernova
    Structures of Massive Single and Binary-Stripped Stars.” <i>Astronomy &#38; Astrophysics</i>.
    EDP Sciences, 2021. <a href="https://doi.org/10.1051/0004-6361/202140506">https://doi.org/10.1051/0004-6361/202140506</a>.'
  ieee: 'E. Laplace <i>et al.</i>, “Different to the core: The pre-supernova structures
    of massive single and binary-stripped stars,” <i>Astronomy &#38; Astrophysics</i>,
    vol. 656. EDP Sciences, 2021.'
  ista: 'Laplace E, Justham S, Renzo M, Götberg YLL, Farmer R, Vartanyan D, de Mink
    SE. 2021. Different to the core: The pre-supernova structures of massive single
    and binary-stripped stars. Astronomy &#38; Astrophysics. 656, A58.'
  mla: 'Laplace, E., et al. “Different to the Core: The Pre-Supernova Structures of
    Massive Single and Binary-Stripped Stars.” <i>Astronomy &#38; Astrophysics</i>,
    vol. 656, A58, EDP Sciences, 2021, doi:<a href="https://doi.org/10.1051/0004-6361/202140506">10.1051/0004-6361/202140506</a>.'
  short: E. Laplace, S. Justham, M. Renzo, Y.L.L. Götberg, R. Farmer, D. Vartanyan,
    S.E. de Mink, Astronomy &#38; Astrophysics 656 (2021).
date_created: 2023-08-03T10:11:09Z
date_published: 2021-12-02T00:00:00Z
date_updated: 2023-08-21T11:49:15Z
day: '02'
doi: 10.1051/0004-6361/202140506
external_id:
  arxiv:
  - '2102.05036'
intvolume: '       656'
keyword:
- Space and Planetary Science
- Astronomy and Astrophysics
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1051/0004-6361/202140506
month: '12'
oa: 1
oa_version: Published Version
publication: Astronomy & Astrophysics
publication_identifier:
  eissn:
  - 1432-0746
  issn:
  - 0004-6361
publication_status: published
publisher: EDP Sciences
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Different to the core: The pre-supernova structures of massive single and
  binary-stripped stars'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 656
year: '2021'
...
---
_id: '14278'
abstract:
- lang: eng
  text: 'The Birkhoff conjecture says that the boundary of a strictly convex integrable
    billiard table is necessarily an ellipse. In this article, we consider a stronger
    notion of integrability, namely, integrability close to the boundary, and prove
    a local version of this conjecture: a small perturbation of almost every ellipse
    that preserves integrability near the boundary, is itself an ellipse. We apply
    this result to study local spectral rigidity of ellipses using the connection
    between the wave trace of the Laplacian and the dynamics near the boundary and
    establish rigidity for almost all of them.'
article_number: '2111.12171'
article_processing_charge: No
arxiv: 1
author:
- first_name: Illya
  full_name: Koval, Illya
  id: 2eed1f3b-896a-11ed-bdf8-93c7c4bf159e
  last_name: Koval
citation:
  ama: Koval I. Local strong Birkhoff conjecture and local spectral rigidity of almost
    every ellipse. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/ARXIV.2111.12171">10.48550/ARXIV.2111.12171</a>
  apa: Koval, I. (n.d.). Local strong Birkhoff conjecture and local spectral rigidity
    of almost every ellipse. <i>arXiv</i>. <a href="https://doi.org/10.48550/ARXIV.2111.12171">https://doi.org/10.48550/ARXIV.2111.12171</a>
  chicago: Koval, Illya. “Local Strong Birkhoff Conjecture and Local Spectral Rigidity
    of Almost Every Ellipse.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/ARXIV.2111.12171">https://doi.org/10.48550/ARXIV.2111.12171</a>.
  ieee: I. Koval, “Local strong Birkhoff conjecture and local spectral rigidity of
    almost every ellipse,” <i>arXiv</i>. .
  ista: Koval I. Local strong Birkhoff conjecture and local spectral rigidity of almost
    every ellipse. arXiv, 2111.12171.
  mla: Koval, Illya. “Local Strong Birkhoff Conjecture and Local Spectral Rigidity
    of Almost Every Ellipse.” <i>ArXiv</i>, 2111.12171, doi:<a href="https://doi.org/10.48550/ARXIV.2111.12171">10.48550/ARXIV.2111.12171</a>.
  short: I. Koval, ArXiv (n.d.).
date_created: 2023-09-06T08:35:43Z
date_published: 2021-11-23T00:00:00Z
date_updated: 2023-09-15T06:44:00Z
day: '23'
department:
- _id: GradSch
doi: 10.48550/ARXIV.2111.12171
external_id:
  arxiv:
  - '2111.12171'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2111.12171
month: '11'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: submitted
status: public
title: Local strong Birkhoff conjecture and local spectral rigidity of almost every
  ellipse
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '9002'
abstract:
- lang: eng
  text: ' We prove that, for the binary erasure channel (BEC), the polar-coding paradigm
    gives rise to codes that not only approach the Shannon limit but do so under the
    best possible scaling of their block length as a function of the gap to capacity.
    This result exhibits the first known family of binary codes that attain both optimal
    scaling and quasi-linear complexity of encoding and decoding. Our proof is based
    on the construction and analysis of binary polar codes with large kernels. When
    communicating reliably at rates within ε>0 of capacity, the code length n often
    scales as O(1/εμ), where the constant μ is called the scaling exponent. It is
    known that the optimal scaling exponent is μ=2, and it is achieved by random linear
    codes. The scaling exponent of conventional polar codes (based on the 2×2 kernel)
    on the BEC is μ=3.63. This falls far short of the optimal scaling guaranteed by
    random codes. Our main contribution is a rigorous proof of the following result:
    for the BEC, there exist ℓ×ℓ binary kernels, such that polar codes constructed
    from these kernels achieve scaling exponent μ(ℓ) that tends to the optimal value
    of 2 as ℓ grows. We furthermore characterize precisely how large ℓ needs to be
    as a function of the gap between μ(ℓ) and 2. The resulting binary codes maintain
    the recursive structure of conventional polar codes, and thereby achieve construction
    complexity O(n) and encoding/decoding complexity O(nlogn).'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Arman
  full_name: Fazeli, Arman
  last_name: Fazeli
- first_name: Hamed
  full_name: Hassani, Hamed
  last_name: Hassani
- first_name: Marco
  full_name: Mondelli, Marco
  id: 27EB676C-8706-11E9-9510-7717E6697425
  last_name: Mondelli
  orcid: 0000-0002-3242-7020
- first_name: Alexander
  full_name: Vardy, Alexander
  last_name: Vardy
citation:
  ama: 'Fazeli A, Hassani H, Mondelli M, Vardy A. Binary linear codes with optimal
    scaling: Polar codes with large kernels. <i>IEEE Transactions on Information Theory</i>.
    2021;67(9):5693-5710. doi:<a href="https://doi.org/10.1109/TIT.2020.3038806">10.1109/TIT.2020.3038806</a>'
  apa: 'Fazeli, A., Hassani, H., Mondelli, M., &#38; Vardy, A. (2021). Binary linear
    codes with optimal scaling: Polar codes with large kernels. <i>IEEE Transactions
    on Information Theory</i>. IEEE. <a href="https://doi.org/10.1109/TIT.2020.3038806">https://doi.org/10.1109/TIT.2020.3038806</a>'
  chicago: 'Fazeli, Arman, Hamed Hassani, Marco Mondelli, and Alexander Vardy. “Binary
    Linear Codes with Optimal Scaling: Polar Codes with Large Kernels.” <i>IEEE Transactions
    on Information Theory</i>. IEEE, 2021. <a href="https://doi.org/10.1109/TIT.2020.3038806">https://doi.org/10.1109/TIT.2020.3038806</a>.'
  ieee: 'A. Fazeli, H. Hassani, M. Mondelli, and A. Vardy, “Binary linear codes with
    optimal scaling: Polar codes with large kernels,” <i>IEEE Transactions on Information
    Theory</i>, vol. 67, no. 9. IEEE, pp. 5693–5710, 2021.'
  ista: 'Fazeli A, Hassani H, Mondelli M, Vardy A. 2021. Binary linear codes with
    optimal scaling: Polar codes with large kernels. IEEE Transactions on Information
    Theory. 67(9), 5693–5710.'
  mla: 'Fazeli, Arman, et al. “Binary Linear Codes with Optimal Scaling: Polar Codes
    with Large Kernels.” <i>IEEE Transactions on Information Theory</i>, vol. 67,
    no. 9, IEEE, 2021, pp. 5693–710, doi:<a href="https://doi.org/10.1109/TIT.2020.3038806">10.1109/TIT.2020.3038806</a>.'
  short: A. Fazeli, H. Hassani, M. Mondelli, A. Vardy, IEEE Transactions on Information
    Theory 67 (2021) 5693–5710.
date_created: 2021-01-10T23:01:18Z
date_published: 2021-09-01T00:00:00Z
date_updated: 2024-03-07T12:18:50Z
day: '01'
department:
- _id: MaMo
doi: 10.1109/TIT.2020.3038806
external_id:
  arxiv:
  - '1711.01339'
intvolume: '        67'
issue: '9'
language:
- iso: eng
month: '09'
oa_version: Preprint
page: 5693-5710
publication: IEEE Transactions on Information Theory
publication_identifier:
  eissn:
  - 1557-9654
  issn:
  - 0018-9448
publication_status: published
publisher: IEEE
quality_controlled: '1'
related_material:
  record:
  - id: '6665'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: 'Binary linear codes with optimal scaling: Polar codes with large kernels'
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 67
year: '2021'
...
---
_id: '9005'
abstract:
- lang: eng
  text: Studies on the experimental realization of two-dimensional anyons in terms
    of quasiparticles have been restricted, so far, to only anyons on the plane. It
    is known, however, that the geometry and topology of space can have significant
    effects on quantum statistics for particles moving on it. Here, we have undertaken
    the first step toward realizing the emerging fractional statistics for particles
    restricted to move on the sphere instead of on the plane. We show that such a
    model arises naturally in the context of quantum impurity problems. In particular,
    we demonstrate a setup in which the lowest-energy spectrum of two linear bosonic
    or fermionic molecules immersed in a quantum many-particle environment can coincide
    with the anyonic spectrum on the sphere. This paves the way toward the experimental
    realization of anyons on the sphere using molecular impurities. Furthermore, since
    a change in the alignment of the molecules corresponds to the exchange of the
    particles on the sphere, such a realization reveals a novel type of exclusion
    principle for molecular impurities, which could also be of use as a powerful technique
    to measure the statistics parameter. Finally, our approach opens up a simple numerical
    route to investigate the spectra of many anyons on the sphere. Accordingly, we
    present the spectrum of two anyons on the sphere in the presence of a Dirac monopole
    field.
acknowledgement: "We are grateful to A. Ghazaryan for valuable discussions and also
  thank the anonymous referees for comments. D.L. acknowledges financial support from
  the G¨oran Gustafsson Foundation (grant no. 1804) and LMU Munich. M.L. gratefully
  acknowledges financial support\r\nby the European Research Council (ERC) under the
  European Union’s Horizon 2020 research and innovation programme (grant agreements
  No 801770)."
article_number: '015301'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Morris
  full_name: Brooks, Morris
  id: B7ECF9FC-AA38-11E9-AC9A-0930E6697425
  last_name: Brooks
  orcid: 0000-0002-6249-0928
- first_name: Mikhail
  full_name: Lemeshko, Mikhail
  id: 37CB05FA-F248-11E8-B48F-1D18A9856A87
  last_name: Lemeshko
  orcid: 0000-0002-6990-7802
- first_name: D.
  full_name: Lundholm, D.
  last_name: Lundholm
- first_name: Enderalp
  full_name: Yakaboylu, Enderalp
  id: 38CB71F6-F248-11E8-B48F-1D18A9856A87
  last_name: Yakaboylu
  orcid: 0000-0001-5973-0874
citation:
  ama: Brooks M, Lemeshko M, Lundholm D, Yakaboylu E. Molecular impurities as a realization
    of anyons on the two-sphere. <i>Physical Review Letters</i>. 2021;126(1). doi:<a
    href="https://doi.org/10.1103/PhysRevLett.126.015301">10.1103/PhysRevLett.126.015301</a>
  apa: Brooks, M., Lemeshko, M., Lundholm, D., &#38; Yakaboylu, E. (2021). Molecular
    impurities as a realization of anyons on the two-sphere. <i>Physical Review Letters</i>.
    American Physical Society. <a href="https://doi.org/10.1103/PhysRevLett.126.015301">https://doi.org/10.1103/PhysRevLett.126.015301</a>
  chicago: Brooks, Morris, Mikhail Lemeshko, D. Lundholm, and Enderalp Yakaboylu.
    “Molecular Impurities as a Realization of Anyons on the Two-Sphere.” <i>Physical
    Review Letters</i>. American Physical Society, 2021. <a href="https://doi.org/10.1103/PhysRevLett.126.015301">https://doi.org/10.1103/PhysRevLett.126.015301</a>.
  ieee: M. Brooks, M. Lemeshko, D. Lundholm, and E. Yakaboylu, “Molecular impurities
    as a realization of anyons on the two-sphere,” <i>Physical Review Letters</i>,
    vol. 126, no. 1. American Physical Society, 2021.
  ista: Brooks M, Lemeshko M, Lundholm D, Yakaboylu E. 2021. Molecular impurities
    as a realization of anyons on the two-sphere. Physical Review Letters. 126(1),
    015301.
  mla: Brooks, Morris, et al. “Molecular Impurities as a Realization of Anyons on
    the Two-Sphere.” <i>Physical Review Letters</i>, vol. 126, no. 1, 015301, American
    Physical Society, 2021, doi:<a href="https://doi.org/10.1103/PhysRevLett.126.015301">10.1103/PhysRevLett.126.015301</a>.
  short: M. Brooks, M. Lemeshko, D. Lundholm, E. Yakaboylu, Physical Review Letters
    126 (2021).
date_created: 2021-01-17T23:01:10Z
date_published: 2021-01-08T00:00:00Z
date_updated: 2023-08-07T13:32:10Z
day: '08'
department:
- _id: MiLe
- _id: RoSe
doi: 10.1103/PhysRevLett.126.015301
ec_funded: 1
external_id:
  arxiv:
  - '2009.05948'
  isi:
  - '000606325000003'
intvolume: '       126'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2009.05948
month: '01'
oa: 1
oa_version: Preprint
project:
- _id: 2688CF98-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '801770'
  name: 'Angulon: physics and applications of a new quasiparticle'
publication: Physical Review Letters
publication_identifier:
  eissn:
  - '10797114'
  issn:
  - '00319007'
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
related_material:
  link:
  - description: News on IST Homepage
    relation: press_release
    url: https://ist.ac.at/en/news/dancing-molecules-and-two-dimensional-particles/
  record:
  - id: '12390'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Molecular impurities as a realization of anyons on the two-sphere
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 126
year: '2021'
...
