---
_id: '7808'
abstract:
- lang: eng
  text: Quantization converts neural networks into low-bit fixed-point computations
    which can be carried out by efficient integer-only hardware, and is standard practice
    for the deployment of neural networks on real-time embedded devices. However,
    like their real-numbered counterpart, quantized networks are not immune to malicious
    misclassification caused by adversarial attacks. We investigate how quantization
    affects a network’s robustness to adversarial attacks, which is a formal verification
    question. We show that neither robustness nor non-robustness are monotonic with
    changing the number of bits for the representation and, also, neither are preserved
    by quantization from a real-numbered network. For this reason, we introduce a
    verification method for quantized neural networks which, using SMT solving over
    bit-vectors, accounts for their exact, bit-precise semantics. We built a tool
    and analyzed the effect of quantization on a classifier for the MNIST dataset.
    We demonstrate that, compared to our method, existing methods for the analysis
    of real-numbered networks often derive false conclusions about their quantizations,
    both when determining robustness and when detecting attacks, and that existing
    methods for quantized networks often miss attacks. Furthermore, we applied our
    method beyond robustness, showing how the number of bits in quantization enlarges
    the gender bias of a predictor for students’ grades.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Mirco
  full_name: Giacobbe, Mirco
  id: 3444EA5E-F248-11E8-B48F-1D18A9856A87
  last_name: Giacobbe
  orcid: 0000-0001-8180-0904
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000-0002-2985-7724
- first_name: Mathias
  full_name: Lechner, Mathias
  id: 3DC22916-F248-11E8-B48F-1D18A9856A87
  last_name: Lechner
citation:
  ama: 'Giacobbe M, Henzinger TA, Lechner M. How many bits does it take to quantize
    your neural network? In: <i>International Conference on Tools and Algorithms for
    the Construction and Analysis of Systems</i>. Vol 12079. Springer Nature; 2020:79-97.
    doi:<a href="https://doi.org/10.1007/978-3-030-45237-7_5">10.1007/978-3-030-45237-7_5</a>'
  apa: 'Giacobbe, M., Henzinger, T. A., &#38; Lechner, M. (2020). How many bits does
    it take to quantize your neural network? In <i>International Conference on Tools
    and Algorithms for the Construction and Analysis of Systems</i> (Vol. 12079, pp.
    79–97). Dublin, Ireland: Springer Nature. <a href="https://doi.org/10.1007/978-3-030-45237-7_5">https://doi.org/10.1007/978-3-030-45237-7_5</a>'
  chicago: Giacobbe, Mirco, Thomas A Henzinger, and Mathias Lechner. “How Many Bits
    Does It Take to Quantize Your Neural Network?” In <i>International Conference
    on Tools and Algorithms for the Construction and Analysis of Systems</i>, 12079:79–97.
    Springer Nature, 2020. <a href="https://doi.org/10.1007/978-3-030-45237-7_5">https://doi.org/10.1007/978-3-030-45237-7_5</a>.
  ieee: M. Giacobbe, T. A. Henzinger, and M. Lechner, “How many bits does it take
    to quantize your neural network?,” in <i>International Conference on Tools and
    Algorithms for the Construction and Analysis of Systems</i>, Dublin, Ireland,
    2020, vol. 12079, pp. 79–97.
  ista: 'Giacobbe M, Henzinger TA, Lechner M. 2020. How many bits does it take to
    quantize your neural network? International Conference on Tools and Algorithms
    for the Construction and Analysis of Systems. TACAS: Tools and Algorithms for
    the Construction and Analysis of Systems, LNCS, vol. 12079, 79–97.'
  mla: Giacobbe, Mirco, et al. “How Many Bits Does It Take to Quantize Your Neural
    Network?” <i>International Conference on Tools and Algorithms for the Construction
    and Analysis of Systems</i>, vol. 12079, Springer Nature, 2020, pp. 79–97, doi:<a
    href="https://doi.org/10.1007/978-3-030-45237-7_5">10.1007/978-3-030-45237-7_5</a>.
  short: M. Giacobbe, T.A. Henzinger, M. Lechner, in:, International Conference on
    Tools and Algorithms for the Construction and Analysis of Systems, Springer Nature,
    2020, pp. 79–97.
conference:
  end_date: 2020-04-30
  location: Dublin, Ireland
  name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
  start_date: 2020-04-25
corr_author: '1'
date_created: 2020-05-10T22:00:49Z
date_published: 2020-04-17T00:00:00Z
date_updated: 2026-04-16T09:46:07Z
day: '17'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-030-45237-7_5
external_id:
  isi:
  - '001288734300005'
file:
- access_level: open_access
  checksum: f19905a42891fe5ce93d69143fa3f6fb
  content_type: application/pdf
  creator: dernst
  date_created: 2020-05-26T12:48:15Z
  date_updated: 2020-07-14T12:48:03Z
  file_id: '7893'
  file_name: 2020_TACAS_Giacobbe.pdf
  file_size: 2744030
  relation: main_file
file_date_updated: 2020-07-14T12:48:03Z
has_accepted_license: '1'
intvolume: '     12079'
isi: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '04'
oa: 1
oa_version: Published Version
page: 79-97
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: Formal methods for the design and analysis of complex systems
publication: International Conference on Tools and Algorithms for the Construction
  and Analysis of Systems
publication_identifier:
  eissn:
  - 1611-3349
  isbn:
  - '9783030452360'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '11362'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: How many bits does it take to quantize your neural network?
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: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 12079
year: '2020'
...
---
_id: '7586'
abstract:
- lang: eng
  text: CLC chloride/proton exchangers may support acidification of endolysosomes
    and raise their luminal Cl− concentration. Disruption of endosomal ClC‐3 causes
    severe neurodegeneration. To assess the importance of ClC‐3 Cl−/H+ exchange, we
    now generate Clcn3unc/unc mice in which ClC‐3 is converted into a Cl− channel.
    Unlike Clcn3−/− mice, Clcn3unc/unc mice appear normal owing to compensation by
    ClC‐4 with which ClC‐3 forms heteromers. ClC‐4 protein levels are strongly reduced
    in Clcn3−/−, but not in Clcn3unc/unc mice because ClC‐3unc binds and stabilizes
    ClC‐4 like wild‐type ClC‐3. Although mice lacking ClC‐4 appear healthy, its absence
    in Clcn3unc/unc/Clcn4−/− mice entails even stronger neurodegeneration than observed
    in Clcn3−/− mice. A fraction of ClC‐3 is found on synaptic vesicles, but miniature
    postsynaptic currents and synaptic vesicle acidification are not affected in Clcn3unc/unc
    or Clcn3−/− mice before neurodegeneration sets in. Both, Cl−/H+‐exchange activity
    and the stabilizing effect on ClC‐4, are central to the biological function of
    ClC‐3.
acknowledgement: "We thank T. Stauber and T. Breiderhoff for cloning expression constructs;
  K. Räbel, S. Hohensee, and C. Backhaus for technical assistance; R. Jahn (MPIbpc,
  Göttingen) for providing the equipment required for SV purification; and A\r\nWoehler
  (MDC, Berlin) for assistance with SV imaging. Supported, in part, by grants from
  the Deutsche Forschungsgemeinschaft (JE164/9-2, SFB740 TP C5, FOR 2625 (JE164/14-1),
  NeuroCure Cluster of Excellence), the European Research Council Advanced Grant CYTOVOLION
  (ERC 294435) and the Prix Louis-Jeantet de Médecine to TJJ, and Peter and Traudl
  Engelhorn fellowship to ZF."
article_number: e103358
article_processing_charge: No
article_type: original
author:
- first_name: Stefanie
  full_name: Weinert, Stefanie
  last_name: Weinert
- first_name: Niclas
  full_name: Gimber, Niclas
  last_name: Gimber
- first_name: Dorothea
  full_name: Deuschel, Dorothea
  last_name: Deuschel
- first_name: Till
  full_name: Stuhlmann, Till
  last_name: Stuhlmann
- first_name: Dmytro
  full_name: Puchkov, Dmytro
  last_name: Puchkov
- first_name: Zohreh
  full_name: Farsi, Zohreh
  last_name: Farsi
- first_name: Carmen F.
  full_name: Ludwig, Carmen F.
  last_name: Ludwig
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Karen I.
  full_name: López-Cayuqueo, Karen I.
  last_name: López-Cayuqueo
- first_name: Rosa
  full_name: Planells-Cases, Rosa
  last_name: Planells-Cases
- first_name: Thomas J.
  full_name: Jentsch, Thomas J.
  last_name: Jentsch
citation:
  ama: Weinert S, Gimber N, Deuschel D, et al. Uncoupling endosomal CLC chloride/proton
    exchange causes severe neurodegeneration. <i>EMBO Journal</i>. 2020;39. doi:<a
    href="https://doi.org/10.15252/embj.2019103358">10.15252/embj.2019103358</a>
  apa: Weinert, S., Gimber, N., Deuschel, D., Stuhlmann, T., Puchkov, D., Farsi, Z.,
    … Jentsch, T. J. (2020). Uncoupling endosomal CLC chloride/proton exchange causes
    severe neurodegeneration. <i>EMBO Journal</i>. EMBO Press. <a href="https://doi.org/10.15252/embj.2019103358">https://doi.org/10.15252/embj.2019103358</a>
  chicago: Weinert, Stefanie, Niclas Gimber, Dorothea Deuschel, Till Stuhlmann, Dmytro
    Puchkov, Zohreh Farsi, Carmen F. Ludwig, et al. “Uncoupling Endosomal CLC Chloride/Proton
    Exchange Causes Severe Neurodegeneration.” <i>EMBO Journal</i>. EMBO Press, 2020.
    <a href="https://doi.org/10.15252/embj.2019103358">https://doi.org/10.15252/embj.2019103358</a>.
  ieee: S. Weinert <i>et al.</i>, “Uncoupling endosomal CLC chloride/proton exchange
    causes severe neurodegeneration,” <i>EMBO Journal</i>, vol. 39. EMBO Press, 2020.
  ista: Weinert S, Gimber N, Deuschel D, Stuhlmann T, Puchkov D, Farsi Z, Ludwig CF,
    Novarino G, López-Cayuqueo KI, Planells-Cases R, Jentsch TJ. 2020. Uncoupling
    endosomal CLC chloride/proton exchange causes severe neurodegeneration. EMBO Journal.
    39, e103358.
  mla: Weinert, Stefanie, et al. “Uncoupling Endosomal CLC Chloride/Proton Exchange
    Causes Severe Neurodegeneration.” <i>EMBO Journal</i>, vol. 39, e103358, EMBO
    Press, 2020, doi:<a href="https://doi.org/10.15252/embj.2019103358">10.15252/embj.2019103358</a>.
  short: S. Weinert, N. Gimber, D. Deuschel, T. Stuhlmann, D. Puchkov, Z. Farsi, C.F.
    Ludwig, G. Novarino, K.I. López-Cayuqueo, R. Planells-Cases, T.J. Jentsch, EMBO
    Journal 39 (2020).
date_created: 2020-03-15T23:00:55Z
date_published: 2020-03-02T00:00:00Z
date_updated: 2026-04-16T09:35:48Z
day: '02'
ddc:
- '570'
department:
- _id: GaNo
doi: 10.15252/embj.2019103358
external_id:
  isi:
  - '000517335000001'
  pmid:
  - '32118314'
file:
- access_level: open_access
  checksum: 82750a7a93e3740decbce8474004111a
  content_type: application/pdf
  creator: dernst
  date_created: 2020-03-23T13:51:11Z
  date_updated: 2020-07-14T12:48:00Z
  file_id: '7615'
  file_name: 2020_EMBO_Weinert.pdf
  file_size: 12243278
  relation: main_file
file_date_updated: 2020-07-14T12:48:00Z
has_accepted_license: '1'
intvolume: '        39'
isi: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '03'
oa: 1
oa_version: Published Version
pmid: 1
publication: EMBO Journal
publication_identifier:
  eissn:
  - 1460-2075
  issn:
  - 0261-4189
publication_status: published
publisher: EMBO Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Uncoupling endosomal CLC chloride/proton exchange causes severe neurodegeneration
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 39
year: '2020'
...
---
_id: '6761'
abstract:
- lang: eng
  text: In resource allocation games, selfish players share resources that are needed
    in order to fulfill their objectives. The cost of using a resource depends on
    the load on it. In the traditional setting, the players make their choices concurrently
    and in one-shot. That is, a strategy for a player is a subset of the resources.
    We introduce and study dynamic resource allocation games. In this setting, the
    game proceeds in phases. In each phase each player chooses one resource. A scheduler
    dictates the order in which the players proceed in a phase, possibly scheduling
    several players to proceed concurrently. The game ends when each player has collected
    a set of resources that fulfills his objective. The cost for each player then
    depends on this set as well as on the load on the resources in it – we consider
    both congestion and cost-sharing games. We argue that the dynamic setting is the
    suitable setting for many applications in practice. We study the stability of
    dynamic resource allocation games, where the appropriate notion of stability is
    that of subgame perfect equilibrium, study the inefficiency incurred due to selfish
    behavior, and also study problems that are particular to the dynamic setting,
    like constraints on the order in which resources can be chosen or the problem
    of finding a scheduler that achieves stability.
article_processing_charge: No
article_type: original
author:
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Orna
  full_name: Kupferman, Orna
  last_name: Kupferman
citation:
  ama: Avni G, Henzinger TA, Kupferman O. Dynamic resource allocation games. <i>Theoretical
    Computer Science</i>. 2020;807:42-55. doi:<a href="https://doi.org/10.1016/j.tcs.2019.06.031">10.1016/j.tcs.2019.06.031</a>
  apa: Avni, G., Henzinger, T. A., &#38; Kupferman, O. (2020). Dynamic resource allocation
    games. <i>Theoretical Computer Science</i>. Elsevier. <a href="https://doi.org/10.1016/j.tcs.2019.06.031">https://doi.org/10.1016/j.tcs.2019.06.031</a>
  chicago: Avni, Guy, Thomas A Henzinger, and Orna Kupferman. “Dynamic Resource Allocation
    Games.” <i>Theoretical Computer Science</i>. Elsevier, 2020. <a href="https://doi.org/10.1016/j.tcs.2019.06.031">https://doi.org/10.1016/j.tcs.2019.06.031</a>.
  ieee: G. Avni, T. A. Henzinger, and O. Kupferman, “Dynamic resource allocation games,”
    <i>Theoretical Computer Science</i>, vol. 807. Elsevier, pp. 42–55, 2020.
  ista: Avni G, Henzinger TA, Kupferman O. 2020. Dynamic resource allocation games.
    Theoretical Computer Science. 807, 42–55.
  mla: Avni, Guy, et al. “Dynamic Resource Allocation Games.” <i>Theoretical Computer
    Science</i>, vol. 807, Elsevier, 2020, pp. 42–55, doi:<a href="https://doi.org/10.1016/j.tcs.2019.06.031">10.1016/j.tcs.2019.06.031</a>.
  short: G. Avni, T.A. Henzinger, O. Kupferman, Theoretical Computer Science 807 (2020)
    42–55.
date_created: 2019-08-04T21:59:20Z
date_published: 2020-02-06T00:00:00Z
date_updated: 2026-04-16T09:35:15Z
day: '06'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1016/j.tcs.2019.06.031
external_id:
  isi:
  - '000512219400004'
file:
- access_level: open_access
  checksum: e86635417f45eb2cd75778f91382f737
  content_type: application/pdf
  creator: dernst
  date_created: 2020-10-09T06:31:22Z
  date_updated: 2020-10-09T06:31:22Z
  file_id: '8639'
  file_name: 2020_TheoreticalCS_Avni.pdf
  file_size: 1413001
  relation: main_file
  success: 1
file_date_updated: 2020-10-09T06:31:22Z
has_accepted_license: '1'
intvolume: '       807'
isi: 1
language:
- iso: eng
month: '02'
oa: 1
oa_version: Submitted Version
page: 42-55
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: Formal methods for the design and analysis of complex systems
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
publication: Theoretical Computer Science
publication_identifier:
  issn:
  - 0304-3975
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
  record:
  - id: '1341'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Dynamic resource allocation games
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 807
year: '2020'
...
---
_id: '7623'
abstract:
- lang: eng
  text: A two-dimensional mathematical model for cells migrating without adhesion
    capabilities is presented and analyzed. Cells are represented by their cortex,
    which is modeled as an elastic curve, subject to an internal pressure force. Net
    polymerization or depolymerization in the cortex is modeled via local addition
    or removal of material, driving a cortical flow. The model takes the form of a
    fully nonlinear degenerate parabolic system. An existence analysis is carried
    out by adapting ideas from the theory of gradient flows. Numerical simulations
    show that these simple rules can account for the behavior observed in experiments,
    suggesting a possible mechanical mechanism for adhesion-independent motility.
acknowledgement: This work has been supported by the Vienna Science and Technology
  Fund, Grant no. LS13-029. G.J. and C.S. also acknowledge support by the Austrian
  Science Fund, Grants no. W1245, F 65, and W1261, as well as by the Fondation Sciences
  Mathématiques de Paris, and by Paris-Sciences-et-Lettres.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Gaspard
  full_name: Jankowiak, Gaspard
  last_name: Jankowiak
- first_name: Diane
  full_name: Peurichard, Diane
  last_name: Peurichard
- first_name: Anne
  full_name: Reversat, Anne
  id: 35B76592-F248-11E8-B48F-1D18A9856A87
  last_name: Reversat
  orcid: 0000-0003-0666-8928
- first_name: Christian
  full_name: Schmeiser, Christian
  last_name: Schmeiser
- first_name: Michael K
  full_name: Sixt, Michael K
  id: 41E9FBEA-F248-11E8-B48F-1D18A9856A87
  last_name: Sixt
  orcid: 0000-0002-6620-9179
citation:
  ama: Jankowiak G, Peurichard D, Reversat A, Schmeiser C, Sixt MK. Modeling adhesion-independent
    cell migration. <i>Mathematical Models and Methods in Applied Sciences</i>. 2020;30(3):513-537.
    doi:<a href="https://doi.org/10.1142/S021820252050013X">10.1142/S021820252050013X</a>
  apa: Jankowiak, G., Peurichard, D., Reversat, A., Schmeiser, C., &#38; Sixt, M.
    K. (2020). Modeling adhesion-independent cell migration. <i>Mathematical Models
    and Methods in Applied Sciences</i>. World Scientific Publishing. <a href="https://doi.org/10.1142/S021820252050013X">https://doi.org/10.1142/S021820252050013X</a>
  chicago: Jankowiak, Gaspard, Diane Peurichard, Anne Reversat, Christian Schmeiser,
    and Michael K Sixt. “Modeling Adhesion-Independent Cell Migration.” <i>Mathematical
    Models and Methods in Applied Sciences</i>. World Scientific Publishing, 2020.
    <a href="https://doi.org/10.1142/S021820252050013X">https://doi.org/10.1142/S021820252050013X</a>.
  ieee: G. Jankowiak, D. Peurichard, A. Reversat, C. Schmeiser, and M. K. Sixt, “Modeling
    adhesion-independent cell migration,” <i>Mathematical Models and Methods in Applied
    Sciences</i>, vol. 30, no. 3. World Scientific Publishing, pp. 513–537, 2020.
  ista: Jankowiak G, Peurichard D, Reversat A, Schmeiser C, Sixt MK. 2020. Modeling
    adhesion-independent cell migration. Mathematical Models and Methods in Applied
    Sciences. 30(3), 513–537.
  mla: Jankowiak, Gaspard, et al. “Modeling Adhesion-Independent Cell Migration.”
    <i>Mathematical Models and Methods in Applied Sciences</i>, vol. 30, no. 3, World
    Scientific Publishing, 2020, pp. 513–37, doi:<a href="https://doi.org/10.1142/S021820252050013X">10.1142/S021820252050013X</a>.
  short: G. Jankowiak, D. Peurichard, A. Reversat, C. Schmeiser, M.K. Sixt, Mathematical
    Models and Methods in Applied Sciences 30 (2020) 513–537.
date_created: 2020-03-31T11:25:05Z
date_published: 2020-03-18T00:00:00Z
date_updated: 2026-04-16T09:35:31Z
day: '18'
department:
- _id: MiSi
doi: 10.1142/S021820252050013X
external_id:
  arxiv:
  - '1903.09426'
  isi:
  - '000525349900003'
intvolume: '        30'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1903.09426
month: '03'
oa: 1
oa_version: Preprint
page: 513-537
project:
- _id: 25AD6156-B435-11E9-9278-68D0E5697425
  grant_number: LS13-029
  name: Modeling of Polarization and Motility of Leukocytes in Three-Dimensional Environments
publication: Mathematical Models and Methods in Applied Sciences
publication_identifier:
  issn:
  - 0218-2025
publication_status: published
publisher: World Scientific Publishing
quality_controlled: '1'
scopus_import: '1'
status: public
title: Modeling adhesion-independent cell migration
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 30
year: '2020'
...
---
OA_place: publisher
_id: '8386'
abstract:
- lang: eng
  text: "Form versus function is a long-standing debate in various design-related
    fields, such as architecture as well as graphic and industrial design. A good
    design that balances form and function often requires considerable human effort
    and collaboration among experts from different professional fields. Computational
    design tools provide a new paradigm for designing functional objects. In computational
    design, form and function are represented as mathematical\r\nquantities, with
    the help of numerical and combinatorial algorithms, they can assist even novice
    users in designing versatile models that exhibit their desired functionality.
    This thesis presents three disparate research studies on the computational design
    of functional objects: The appearance of 3d print—we optimize the volumetric material
    distribution for faithfully replicating colored surface texture in 3d printing;
    the dynamic motion of mechanical structures—\r\nour design system helps the novice
    user to retarget various mechanical templates with different functionality to
    complex 3d shapes; and a more abstract functionality, multistability—our algorithm
    automatically generates models that exhibit multiple stable target poses. For
    each of these cases, our computational design tools not only ensure the functionality
    of the results but also permit the user aesthetic freedom over the form. Moreover,
    fabrication constraints\r\nwere taken into account, which allow for the immediate
    creation of physical realization via 3D printing or laser cutting."
acknowledged_ssus:
- _id: SSU
acknowledgement: The research in this thesis has received funding from the European
  Union’s Horizon 2020 research and innovation programme, under the Marie Skłodowska-Curie
  grant agreement No 642841 (DISTRO) and the European Research Council grant agreement
  No 715767 (MATERIALIZABLE). All the research projects in this thesis were also supported
  by Scientific Service Units (SSUs) at IST Austria.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Ran
  full_name: Zhang, Ran
  id: 4DDBCEB0-F248-11E8-B48F-1D18A9856A87
  last_name: Zhang
  orcid: 0000-0002-3808-281X
citation:
  ama: Zhang R. Structure-aware computational design and its application to 3D printable
    volume scattering, mechanism, and multistability. 2020. doi:<a href="https://doi.org/10.15479/AT:ISTA:8386">10.15479/AT:ISTA:8386</a>
  apa: Zhang, R. (2020). <i>Structure-aware computational design and its application
    to 3D printable volume scattering, mechanism, and multistability</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:8386">https://doi.org/10.15479/AT:ISTA:8386</a>
  chicago: Zhang, Ran. “Structure-Aware Computational Design and Its Application to
    3D Printable Volume Scattering, Mechanism, and Multistability.” Institute of Science
    and Technology Austria, 2020. <a href="https://doi.org/10.15479/AT:ISTA:8386">https://doi.org/10.15479/AT:ISTA:8386</a>.
  ieee: R. Zhang, “Structure-aware computational design and its application to 3D
    printable volume scattering, mechanism, and multistability,” Institute of Science
    and Technology Austria, 2020.
  ista: Zhang R. 2020. Structure-aware computational design and its application to
    3D printable volume scattering, mechanism, and multistability. Institute of Science
    and Technology Austria.
  mla: Zhang, Ran. <i>Structure-Aware Computational Design and Its Application to
    3D Printable Volume Scattering, Mechanism, and Multistability</i>. Institute of
    Science and Technology Austria, 2020, doi:<a href="https://doi.org/10.15479/AT:ISTA:8386">10.15479/AT:ISTA:8386</a>.
  short: R. Zhang, Structure-Aware Computational Design and Its Application to 3D
    Printable Volume Scattering, Mechanism, and Multistability, Institute of Science
    and Technology Austria, 2020.
corr_author: '1'
date_created: 2020-09-14T01:04:53Z
date_published: 2020-09-14T00:00:00Z
date_updated: 2026-04-16T10:06:31Z
day: '14'
ddc:
- '003'
degree_awarded: PhD
department:
- _id: BeBi
doi: 10.15479/AT:ISTA:8386
ec_funded: 1
file:
- access_level: closed
  checksum: edcf578b6e1c9b0dd81ff72d319b66ba
  content_type: application/x-zip-compressed
  creator: rzhang
  date_created: 2020-09-14T01:02:59Z
  date_updated: 2020-09-14T12:18:43Z
  file_id: '8388'
  file_name: Thesis_Ran.zip
  file_size: 1245800191
  relation: source_file
- access_level: open_access
  checksum: 817e20c33be9247f906925517c56a40d
  content_type: application/pdf
  creator: rzhang
  date_created: 2020-09-15T12:51:53Z
  date_updated: 2020-09-15T12:51:53Z
  file_id: '8396'
  file_name: PhD_thesis_Ran Zhang_20200915.pdf
  file_size: 161385316
  relation: main_file
  success: 1
file_date_updated: 2020-09-15T12:51:53Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '148'
project:
- _id: 2508E324-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '642841'
  name: Distributed 3D Object Design
- _id: 24F9549A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715767'
  name: 'MATERIALIZABLE: Intelligent fabrication-oriented Computational Design and
    Modeling'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '486'
    relation: part_of_dissertation
    status: public
  - id: '1002'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
title: Structure-aware computational design and its application to 3D printable volume
  scattering, mechanism, and multistability
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2020'
...
---
_id: '7966'
abstract:
- lang: eng
  text: "For 1≤m≤n, we consider a natural m-out-of-n multi-instance scenario for a
    public-key encryption (PKE) scheme. An adversary, given n independent instances
    of PKE, wins if he breaks at least m out of the n instances. In this work, we
    are interested in the scaling factor of PKE schemes, SF, which measures how well
    the difficulty of breaking m out of the n instances scales in m. That is, a scaling
    factor SF=ℓ indicates that breaking m out of n instances is at least ℓ times more
    difficult than breaking one single instance. A PKE scheme with small scaling factor
    hence provides an ideal target for mass surveillance. In fact, the Logjam attack
    (CCS 2015) implicitly exploited, among other things, an almost constant scaling
    factor of ElGamal over finite fields (with shared group parameters).\r\n\r\nFor
    Hashed ElGamal over elliptic curves, we use the generic group model to argue that
    the scaling factor depends on the scheme's granularity. In low granularity, meaning
    each public key contains its independent group parameter, the scheme has optimal
    scaling factor SF=m; In medium and high granularity, meaning all public keys share
    the same group parameter, the scheme still has a reasonable scaling factor SF=√m.
    Our findings underline that instantiating ElGamal over elliptic curves should
    be preferred to finite fields in a multi-instance scenario.\r\n\r\nAs our main
    technical contribution, we derive new generic-group lower bounds of Ω(√(mp)) on
    the difficulty of solving both the m-out-of-n Gap Discrete Logarithm and the m-out-of-n
    Gap Computational Diffie-Hellman problem over groups of prime order p, extending
    a recent result by Yun (EUROCRYPT 2015). We establish the lower bound by studying
    the hardness of a related computational problem which we call the search-by-hypersurface
    problem."
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Benedikt
  full_name: Auerbach, Benedikt
  id: D33D2B18-E445-11E9-ABB7-15F4E5697425
  last_name: Auerbach
  orcid: 0000-0002-7553-6606
- first_name: Federico
  full_name: Giacon, Federico
  last_name: Giacon
- first_name: Eike
  full_name: Kiltz, Eike
  last_name: Kiltz
citation:
  ama: 'Auerbach B, Giacon F, Kiltz E. Everybody’s a target: Scalability in public-key
    encryption. In: <i>Advances in Cryptology – EUROCRYPT 2020</i>. Vol 12107. Springer
    Nature; 2020:475-506. doi:<a href="https://doi.org/10.1007/978-3-030-45727-3_16">10.1007/978-3-030-45727-3_16</a>'
  apa: 'Auerbach, B., Giacon, F., &#38; Kiltz, E. (2020). Everybody’s a target: Scalability
    in public-key encryption. In <i>Advances in Cryptology – EUROCRYPT 2020</i> (Vol.
    12107, pp. 475–506). Springer Nature. <a href="https://doi.org/10.1007/978-3-030-45727-3_16">https://doi.org/10.1007/978-3-030-45727-3_16</a>'
  chicago: 'Auerbach, Benedikt, Federico Giacon, and Eike Kiltz. “Everybody’s a Target:
    Scalability in Public-Key Encryption.” In <i>Advances in Cryptology – EUROCRYPT
    2020</i>, 12107:475–506. Springer Nature, 2020. <a href="https://doi.org/10.1007/978-3-030-45727-3_16">https://doi.org/10.1007/978-3-030-45727-3_16</a>.'
  ieee: 'B. Auerbach, F. Giacon, and E. Kiltz, “Everybody’s a target: Scalability
    in public-key encryption,” in <i>Advances in Cryptology – EUROCRYPT 2020</i>,
    2020, vol. 12107, pp. 475–506.'
  ista: 'Auerbach B, Giacon F, Kiltz E. 2020. Everybody’s a target: Scalability in
    public-key encryption. Advances in Cryptology – EUROCRYPT 2020. EUROCRYPT: Theory
    and Applications of Cryptographic Techniques, LNCS, vol. 12107, 475–506.'
  mla: 'Auerbach, Benedikt, et al. “Everybody’s a Target: Scalability in Public-Key
    Encryption.” <i>Advances in Cryptology – EUROCRYPT 2020</i>, vol. 12107, Springer
    Nature, 2020, pp. 475–506, doi:<a href="https://doi.org/10.1007/978-3-030-45727-3_16">10.1007/978-3-030-45727-3_16</a>.'
  short: B. Auerbach, F. Giacon, E. Kiltz, in:, Advances in Cryptology – EUROCRYPT
    2020, Springer Nature, 2020, pp. 475–506.
conference:
  end_date: 2020-05-15
  name: 'EUROCRYPT: Theory and Applications of Cryptographic Techniques'
  start_date: 2020-05-11
date_created: 2020-06-15T07:13:37Z
date_published: 2020-05-01T00:00:00Z
date_updated: 2026-04-16T10:21:02Z
day: '01'
department:
- _id: KrPi
doi: 10.1007/978-3-030-45727-3_16
ec_funded: 1
external_id:
  isi:
  - '000828688000016'
intvolume: '     12107'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprint.iacr.org/2019/364
month: '05'
oa: 1
oa_version: Submitted Version
page: 475-506
project:
- _id: 258AA5B2-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '682815'
  name: Teaching Old Crypto New Tricks
publication: Advances in Cryptology – EUROCRYPT 2020
publication_identifier:
  eisbn:
  - '9783030457273'
  eissn:
  - 1611-3349
  isbn:
  - '9783030457266'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Everybody’s a target: Scalability in public-key encryption'
type: conference
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 12107
year: '2020'
...
---
_id: '8623'
abstract:
- lang: eng
  text: We introduce the monitoring of trace properties under assumptions. An assumption
    limits the space of possible traces that the monitor may encounter. An assumption
    may result from knowledge about the system that is being monitored, about the
    environment, or about another, connected monitor. We define monitorability under
    assumptions and study its theoretical properties. In particular, we show that
    for every assumption A, the boolean combinations of properties that are safe or
    co-safe relative to A are monitorable under A. We give several examples and constructions
    on how an assumption can make a non-monitorable property monitorable, and how
    an assumption can make a monitorable property monitorable with fewer resources,
    such as integer registers.
acknowledgement: This research was supported in part by the Austrian Science Fund
  (FWF) under grant Z211-N23 (Wittgenstein Award).
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000-0002-2985-7724
- first_name: Naci E
  full_name: Sarac, Naci E
  id: 8C6B42F8-C8E6-11E9-A03A-F2DCE5697425
  last_name: Sarac
citation:
  ama: 'Henzinger TA, Sarac NE. Monitorability under assumptions. In: <i>Runtime Verification</i>.
    Vol 12399. Springer Nature; 2020:3-18. doi:<a href="https://doi.org/10.1007/978-3-030-60508-7_1">10.1007/978-3-030-60508-7_1</a>'
  apa: 'Henzinger, T. A., &#38; Sarac, N. E. (2020). Monitorability under assumptions.
    In <i>Runtime Verification</i> (Vol. 12399, pp. 3–18). Los Angeles, CA, United
    States: Springer Nature. <a href="https://doi.org/10.1007/978-3-030-60508-7_1">https://doi.org/10.1007/978-3-030-60508-7_1</a>'
  chicago: Henzinger, Thomas A, and Naci E Sarac. “Monitorability under Assumptions.”
    In <i>Runtime Verification</i>, 12399:3–18. Springer Nature, 2020. <a href="https://doi.org/10.1007/978-3-030-60508-7_1">https://doi.org/10.1007/978-3-030-60508-7_1</a>.
  ieee: T. A. Henzinger and N. E. Sarac, “Monitorability under assumptions,” in <i>Runtime
    Verification</i>, Los Angeles, CA, United States, 2020, vol. 12399, pp. 3–18.
  ista: 'Henzinger TA, Sarac NE. 2020. Monitorability under assumptions. Runtime Verification.
    RV: Runtime Verification, LNCS, vol. 12399, 3–18.'
  mla: Henzinger, Thomas A., and Naci E. Sarac. “Monitorability under Assumptions.”
    <i>Runtime Verification</i>, vol. 12399, Springer Nature, 2020, pp. 3–18, doi:<a
    href="https://doi.org/10.1007/978-3-030-60508-7_1">10.1007/978-3-030-60508-7_1</a>.
  short: T.A. Henzinger, N.E. Sarac, in:, Runtime Verification, Springer Nature, 2020,
    pp. 3–18.
conference:
  end_date: 2020-10-09
  location: Los Angeles, CA, United States
  name: 'RV: Runtime Verification'
  start_date: 2020-10-06
date_created: 2020-10-07T15:05:37Z
date_published: 2020-10-02T00:00:00Z
date_updated: 2026-04-16T10:22:01Z
day: '02'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-030-60508-7_1
external_id:
  isi:
  - '000728160600001'
file:
- access_level: open_access
  checksum: 00661f9b7034f52e18bf24fa552b8194
  content_type: application/pdf
  creator: esarac
  date_created: 2020-10-15T14:28:06Z
  date_updated: 2020-10-15T14:28:06Z
  file_id: '8665'
  file_name: monitorability.pdf
  file_size: 478148
  relation: main_file
  success: 1
file_date_updated: 2020-10-15T14:28:06Z
has_accepted_license: '1'
intvolume: '     12399'
isi: 1
language:
- iso: eng
month: '10'
oa: 1
oa_version: Submitted Version
page: 3-18
project:
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: Formal methods for the design and analysis of complex systems
publication: Runtime Verification
publication_identifier:
  eisbn:
  - '9783030605087'
  eissn:
  - 1611-3349
  isbn:
  - '9783030605070'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Monitorability under assumptions
type: conference
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 12399
year: '2020'
...
---
_id: '8732'
abstract:
- lang: eng
  text: 'A simple drawing D(G) of a graph G is one where each pair of edges share
    at most one point: either a common endpoint or a proper crossing. An edge e in
    the complement of G can be inserted into D(G) if there exists a simple drawing
    of   G+e  extending D(G). As a result of Levi’s Enlargement Lemma, if a drawing
    is rectilinear (pseudolinear), that is, the edges can be extended into an arrangement
    of lines (pseudolines), then any edge in the complement of G can be inserted.
    In contrast, we show that it is   NP -complete to decide whether one edge can
    be inserted into a simple drawing. This remains true even if we assume that the
    drawing is pseudocircular, that is, the edges can be extended to an arrangement
    of pseudocircles. On the positive side, we show that, given an arrangement of
    pseudocircles   A  and a pseudosegment   σ , it can be decided in polynomial time
    whether there exists a pseudocircle   Φσ  extending   σ  for which   A∪{Φσ}  is
    again an arrangement of pseudocircles.'
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Alan M
  full_name: Arroyo Guevara, Alan M
  id: 3207FDC6-F248-11E8-B48F-1D18A9856A87
  last_name: Arroyo Guevara
  orcid: 0000-0003-2401-8670
- first_name: Fabian
  full_name: Klute, Fabian
  last_name: Klute
- first_name: Irene
  full_name: Parada, Irene
  last_name: Parada
- first_name: Raimund
  full_name: Seidel, Raimund
  last_name: Seidel
- first_name: Birgit
  full_name: Vogtenhuber, Birgit
  last_name: Vogtenhuber
- first_name: Tilo
  full_name: Wiedera, Tilo
  last_name: Wiedera
citation:
  ama: 'Arroyo Guevara AM, Klute F, Parada I, Seidel R, Vogtenhuber B, Wiedera T.
    Inserting one edge into a simple drawing is hard. In: <i>Graph-Theoretic Concepts
    in Computer Science</i>. Vol 12301. Springer Nature; 2020:325-338. doi:<a href="https://doi.org/10.1007/978-3-030-60440-0_26">10.1007/978-3-030-60440-0_26</a>'
  apa: 'Arroyo Guevara, A. M., Klute, F., Parada, I., Seidel, R., Vogtenhuber, B.,
    &#38; Wiedera, T. (2020). Inserting one edge into a simple drawing is hard. In
    <i>Graph-Theoretic Concepts in Computer Science</i> (Vol. 12301, pp. 325–338).
    Leeds, United Kingdom: Springer Nature. <a href="https://doi.org/10.1007/978-3-030-60440-0_26">https://doi.org/10.1007/978-3-030-60440-0_26</a>'
  chicago: Arroyo Guevara, Alan M, Fabian Klute, Irene Parada, Raimund Seidel, Birgit
    Vogtenhuber, and Tilo Wiedera. “Inserting One Edge into a Simple Drawing Is Hard.”
    In <i>Graph-Theoretic Concepts in Computer Science</i>, 12301:325–38. Springer
    Nature, 2020. <a href="https://doi.org/10.1007/978-3-030-60440-0_26">https://doi.org/10.1007/978-3-030-60440-0_26</a>.
  ieee: A. M. Arroyo Guevara, F. Klute, I. Parada, R. Seidel, B. Vogtenhuber, and
    T. Wiedera, “Inserting one edge into a simple drawing is hard,” in <i>Graph-Theoretic
    Concepts in Computer Science</i>, Leeds, United Kingdom, 2020, vol. 12301, pp.
    325–338.
  ista: 'Arroyo Guevara AM, Klute F, Parada I, Seidel R, Vogtenhuber B, Wiedera T.
    2020. Inserting one edge into a simple drawing is hard. Graph-Theoretic Concepts
    in Computer Science. WG: Workshop on Graph-Theoretic Concepts in Computer Science,
    LNCS, vol. 12301, 325–338.'
  mla: Arroyo Guevara, Alan M., et al. “Inserting One Edge into a Simple Drawing Is
    Hard.” <i>Graph-Theoretic Concepts in Computer Science</i>, vol. 12301, Springer
    Nature, 2020, pp. 325–38, doi:<a href="https://doi.org/10.1007/978-3-030-60440-0_26">10.1007/978-3-030-60440-0_26</a>.
  short: A.M. Arroyo Guevara, F. Klute, I. Parada, R. Seidel, B. Vogtenhuber, T. Wiedera,
    in:, Graph-Theoretic Concepts in Computer Science, Springer Nature, 2020, pp.
    325–338.
conference:
  end_date: 2020-06-26
  location: Leeds, United Kingdom
  name: 'WG: Workshop on Graph-Theoretic Concepts in Computer Science'
  start_date: 2020-06-24
date_created: 2020-11-06T08:45:03Z
date_published: 2020-10-09T00:00:00Z
date_updated: 2026-04-16T10:22:35Z
day: '09'
department:
- _id: UlWa
doi: 10.1007/978-3-030-60440-0_26
ec_funded: 1
external_id:
  isi:
  - '001299688100026'
intvolume: '     12301'
isi: 1
language:
- iso: eng
month: '10'
oa_version: None
page: 325-338
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: Graph-Theoretic Concepts in Computer Science
publication_identifier:
  eisbn:
  - '9783030604400'
  eissn:
  - 1611-3349
  isbn:
  - '9783030604394'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Inserting one edge into a simple drawing is hard
type: conference
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 12301
year: '2020'
...
---
_id: '10865'
abstract:
- lang: eng
  text: "We introduce the notion of Witness Maps as a cryptographic notion of a proof
    system. A Unique Witness Map (UWM) deterministically maps all witnesses for an
    \  NP  statement to a single representative witness, resulting in a computationally
    sound, deterministic-prover, non-interactive witness independent proof system.
    A relaxation of UWM, called Compact Witness Map (CWM), maps all the witnesses
    to a small number of witnesses, resulting in a “lossy” deterministic-prover, non-interactive
    proof-system. We also define a Dual Mode Witness Map (DMWM) which adds an “extractable”
    mode to a CWM.\r\nOur main construction is a DMWM for all   NP  relations, assuming
    sub-exponentially secure indistinguishability obfuscation (  iO ), along with
    standard cryptographic assumptions. The DMWM construction relies on a CWM and
    a new primitive called Cumulative All-Lossy-But-One Trapdoor Functions (C-ALBO-TDF),
    both of which are in turn instantiated based on   iO  and other primitives. Our
    instantiation of a CWM is in fact a UWM; in turn, we show that a UWM implies Witness
    Encryption. Along the way to constructing UWM and C-ALBO-TDF, we also construct,
    from standard assumptions, Puncturable Digital Signatures and a new primitive
    called Cumulative Lossy Trapdoor Functions (C-LTDF). The former improves up on
    a construction of Bellare et al. (Eurocrypt 2016), who relied on sub-exponentially
    secure   iO  and sub-exponentially secure OWF.\r\nAs an application of our constructions,
    we show how to use a DMWM to construct the first leakage and tamper-resilient
    signatures with a deterministic signer, thereby solving a decade old open problem
    posed by Katz and Vaikunthanathan (Asiacrypt 2009), by Boyle, Segev and Wichs
    (Eurocrypt 2011), as well as by Faonio and Venturi (Asiacrypt 2016). Our construction
    achieves the optimal leakage rate of   1−o(1) ."
acknowledgement: We would like to thank the anonymous reviewers of PKC 2019 for their
  useful comments and suggestions. We thank Omer Paneth for pointing out to us the
  connection between Unique Witness Maps (UWM) and Witness encryption (WE). The first
  author would like to acknowledge Pandu Rangan for his involvement during the initial
  discussion phase of the project.
article_processing_charge: No
author:
- first_name: Suvradip
  full_name: Chakraborty, Suvradip
  id: B9CD0494-D033-11E9-B219-A439E6697425
  last_name: Chakraborty
- first_name: Manoj
  full_name: Prabhakaran, Manoj
  last_name: Prabhakaran
- first_name: Daniel
  full_name: Wichs, Daniel
  last_name: Wichs
citation:
  ama: 'Chakraborty S, Prabhakaran M, Wichs D. Witness maps and applications. In:
    Kiayias A, ed. <i>Public-Key Cryptography</i>. Vol 12110. LNCS. Cham: Springer
    Nature; 2020:220-246. doi:<a href="https://doi.org/10.1007/978-3-030-45374-9_8">10.1007/978-3-030-45374-9_8</a>'
  apa: 'Chakraborty, S., Prabhakaran, M., &#38; Wichs, D. (2020). Witness maps and
    applications. In A. Kiayias (Ed.), <i>Public-Key Cryptography</i> (Vol. 12110,
    pp. 220–246). Cham: Springer Nature. <a href="https://doi.org/10.1007/978-3-030-45374-9_8">https://doi.org/10.1007/978-3-030-45374-9_8</a>'
  chicago: 'Chakraborty, Suvradip, Manoj Prabhakaran, and Daniel Wichs. “Witness Maps
    and Applications.” In <i>Public-Key Cryptography</i>, edited by A Kiayias, 12110:220–46.
    LNCS. Cham: Springer Nature, 2020. <a href="https://doi.org/10.1007/978-3-030-45374-9_8">https://doi.org/10.1007/978-3-030-45374-9_8</a>.'
  ieee: 'S. Chakraborty, M. Prabhakaran, and D. Wichs, “Witness maps and applications,”
    in <i>Public-Key Cryptography</i>, vol. 12110, A. Kiayias, Ed. Cham: Springer
    Nature, 2020, pp. 220–246.'
  ista: 'Chakraborty S, Prabhakaran M, Wichs D. 2020.Witness maps and applications.
    In: Public-Key Cryptography. vol. 12110, 220–246.'
  mla: Chakraborty, Suvradip, et al. “Witness Maps and Applications.” <i>Public-Key
    Cryptography</i>, edited by A Kiayias, vol. 12110, Springer Nature, 2020, pp.
    220–46, doi:<a href="https://doi.org/10.1007/978-3-030-45374-9_8">10.1007/978-3-030-45374-9_8</a>.
  short: S. Chakraborty, M. Prabhakaran, D. Wichs, in:, A. Kiayias (Ed.), Public-Key
    Cryptography, Springer Nature, Cham, 2020, pp. 220–246.
corr_author: '1'
date_created: 2022-03-18T11:35:51Z
date_published: 2020-04-29T00:00:00Z
date_updated: 2026-04-16T10:21:31Z
day: '29'
doi: 10.1007/978-3-030-45374-9_8
editor:
- first_name: A
  full_name: Kiayias, A
  last_name: Kiayias
external_id:
  isi:
  - '001299210200008'
intvolume: '     12110'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprint.iacr.org/2020/090
month: '04'
oa: 1
oa_version: Preprint
page: 220-246
place: Cham
publication: Public-Key Cryptography
publication_identifier:
  eisbn:
  - '9783030453749'
  eissn:
  - 1611-3349
  isbn:
  - '9783030453732'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
series_title: LNCS
status: public
title: Witness maps and applications
type: book_chapter
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 12110
year: '2020'
...
---
_id: '9123'
abstract:
- lang: eng
  text: 'Inversions are chromosomal rearrangements where the order of genes is reversed.
    Inversions originate by mutation and can be under positive, negative or balancing
    selection. Selective effects result from potential disruptive effects on meiosis,
    gene disruption at inversion breakpoints and, importantly, the effects of inversions
    as modifiers of recombination rate: Recombination is strongly reduced in individuals
    heterozygous for an inversion, allowing for alleles at different loci to be inherited
    as a ‘block’. This may lead to a selective advantage whenever it is favourable
    to keep certain combinations of alleles associated, for example under local adaptation
    with gene flow. Inversions can cover a considerable part of a chromosome and contain
    numerous loci under different selection pressures, so that the resulting overall
    effects may be complex. Empirical data from various systems show that inversions
    may have a prominent role in local adaptation, speciation, parallel evolution,
    the maintenance of polymorphism and sex chromosome evolution.'
article_processing_charge: No
author:
- first_name: Anja M
  full_name: Westram, Anja M
  id: 3C147470-F248-11E8-B48F-1D18A9856A87
  last_name: Westram
  orcid: 0000-0003-1050-4969
- first_name: Rui
  full_name: Faria, Rui
  last_name: Faria
- first_name: Roger
  full_name: Butlin, Roger
  last_name: Butlin
- first_name: Kerstin
  full_name: Johannesson, Kerstin
  last_name: Johannesson
citation:
  ama: 'Westram AM, Faria R, Butlin R, Johannesson K. Inversions and Evolution. In:
    <i>ELS</i>. Wiley; 2020. doi:<a href="https://doi.org/10.1002/9780470015902.a0029007">10.1002/9780470015902.a0029007</a>'
  apa: Westram, A. M., Faria, R., Butlin, R., &#38; Johannesson, K. (2020). Inversions
    and Evolution. In <i>eLS</i>. Wiley. <a href="https://doi.org/10.1002/9780470015902.a0029007">https://doi.org/10.1002/9780470015902.a0029007</a>
  chicago: Westram, Anja M, Rui Faria, Roger Butlin, and Kerstin Johannesson. “Inversions
    and Evolution.” In <i>ELS</i>. Wiley, 2020. <a href="https://doi.org/10.1002/9780470015902.a0029007">https://doi.org/10.1002/9780470015902.a0029007</a>.
  ieee: A. M. Westram, R. Faria, R. Butlin, and K. Johannesson, “Inversions and Evolution,”
    in <i>eLS</i>, Wiley, 2020.
  ista: 'Westram AM, Faria R, Butlin R, Johannesson K. 2020.Inversions and Evolution.
    In: eLS. .'
  mla: Westram, Anja M., et al. “Inversions and Evolution.” <i>ELS</i>, Wiley, 2020,
    doi:<a href="https://doi.org/10.1002/9780470015902.a0029007">10.1002/9780470015902.a0029007</a>.
  short: A.M. Westram, R. Faria, R. Butlin, K. Johannesson, in:, ELS, Wiley, 2020.
date_created: 2021-02-15T12:39:04Z
date_published: 2020-05-16T00:00:00Z
date_updated: 2026-04-16T10:25:26Z
day: '16'
department:
- _id: NiBa
doi: 10.1002/9780470015902.a0029007
language:
- iso: eng
month: '05'
oa_version: None
publication: eLS
publication_identifier:
  eissn:
  - '9780470015902'
  isbn:
  - '9780470016176'
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Inversions and Evolution
type: book_chapter
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2020'
...
---
_id: '6649'
abstract:
- lang: eng
  text: "While Hartree–Fock theory is well established as a fundamental approximation
    for interacting fermions, it has been unclear how to describe corrections to it
    due to many-body correlations. In this paper we start from the Hartree–Fock state
    given by plane waves and introduce collective particle–hole pair excitations.
    These pairs can be approximately described by a bosonic quadratic Hamiltonian.
    We use Bogoliubov theory to construct a trial state yielding a rigorous Gell-Mann–Brueckner–type
    upper bound to the ground state energy. Our result justifies the random-phase
    approximation in the mean-field scaling regime, for repulsive, regular interaction
    potentials.\r\n"
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Niels P
  full_name: Benedikter, Niels P
  id: 3DE6C32A-F248-11E8-B48F-1D18A9856A87
  last_name: Benedikter
  orcid: 0000-0002-1071-6091
- first_name: Phan Thành
  full_name: Nam, Phan Thành
  last_name: Nam
- first_name: Marcello
  full_name: Porta, Marcello
  last_name: Porta
- 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
citation:
  ama: Benedikter NP, Nam PT, Porta M, Schlein B, Seiringer R. Optimal upper bound
    for the correlation energy of a Fermi gas in the mean-field regime. <i>Communications
    in Mathematical Physics</i>. 2020;374:2097–2150. doi:<a href="https://doi.org/10.1007/s00220-019-03505-5">10.1007/s00220-019-03505-5</a>
  apa: Benedikter, N. P., Nam, P. T., Porta, M., Schlein, B., &#38; Seiringer, R.
    (2020). Optimal upper bound for the correlation energy of a Fermi gas in the mean-field
    regime. <i>Communications in Mathematical Physics</i>. Springer Nature. <a href="https://doi.org/10.1007/s00220-019-03505-5">https://doi.org/10.1007/s00220-019-03505-5</a>
  chicago: Benedikter, Niels P, Phan Thành Nam, Marcello Porta, Benjamin Schlein,
    and Robert Seiringer. “Optimal Upper Bound for the Correlation Energy of a Fermi
    Gas in the Mean-Field Regime.” <i>Communications in Mathematical Physics</i>.
    Springer Nature, 2020. <a href="https://doi.org/10.1007/s00220-019-03505-5">https://doi.org/10.1007/s00220-019-03505-5</a>.
  ieee: N. P. Benedikter, P. T. Nam, M. Porta, B. Schlein, and R. Seiringer, “Optimal
    upper bound for the correlation energy of a Fermi gas in the mean-field regime,”
    <i>Communications in Mathematical Physics</i>, vol. 374. Springer Nature, pp.
    2097–2150, 2020.
  ista: Benedikter NP, Nam PT, Porta M, Schlein B, Seiringer R. 2020. Optimal upper
    bound for the correlation energy of a Fermi gas in the mean-field regime. Communications
    in Mathematical Physics. 374, 2097–2150.
  mla: Benedikter, Niels P., et al. “Optimal Upper Bound for the Correlation Energy
    of a Fermi Gas in the Mean-Field Regime.” <i>Communications in Mathematical Physics</i>,
    vol. 374, Springer Nature, 2020, pp. 2097–2150, doi:<a href="https://doi.org/10.1007/s00220-019-03505-5">10.1007/s00220-019-03505-5</a>.
  short: N.P. Benedikter, P.T. Nam, M. Porta, B. Schlein, R. Seiringer, Communications
    in Mathematical Physics 374 (2020) 2097–2150.
corr_author: '1'
date_created: 2019-07-18T13:30:04Z
date_published: 2020-03-01T00:00:00Z
date_updated: 2025-04-14T07:27:00Z
day: '01'
ddc:
- '530'
department:
- _id: RoSe
doi: 10.1007/s00220-019-03505-5
ec_funded: 1
external_id:
  arxiv:
  - '1809.01902'
  isi:
  - '000527910700019'
file:
- access_level: open_access
  checksum: f9dd6dd615a698f1d3636c4a092fed23
  content_type: application/pdf
  creator: dernst
  date_created: 2019-07-24T07:19:10Z
  date_updated: 2020-07-14T12:47:35Z
  file_id: '6668'
  file_name: 2019_CommMathPhysics_Benedikter.pdf
  file_size: 853289
  relation: main_file
file_date_updated: 2020-07-14T12:47:35Z
has_accepted_license: '1'
intvolume: '       374'
isi: 1
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: 2097–2150
project:
- _id: 3AC91DDA-15DF-11EA-824D-93A3E7B544D1
  call_identifier: FWF
  name: FWF Open Access Fund
- _id: 25C878CE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P27533_N27
  name: Structure of the Excitation Spectrum for Many-Body Quantum Systems
- _id: 25C6DC12-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '694227'
  name: Analysis of quantum many-body systems
publication: Communications in Mathematical Physics
publication_identifier:
  eissn:
  - 1432-0916
  issn:
  - 0010-3616
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Optimal upper bound for the correlation energy of a Fermi gas in the mean-field
  regime
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 374
year: '2020'
...
---
_id: '7866'
abstract:
- lang: eng
  text: In this paper, we establish convergence to equilibrium for a drift–diffusion–recombination
    system modelling the charge transport within certain semiconductor devices. More
    precisely, we consider a two-level system for electrons and holes which is augmented
    by an intermediate energy level for electrons in so-called trapped states. The
    recombination dynamics use the mass action principle by taking into account this
    additional trap level. The main part of the paper is concerned with the derivation
    of an entropy–entropy production inequality, which entails exponential convergence
    to the equilibrium via the so-called entropy method. The novelty of our approach
    lies in the fact that the entropy method is applied uniformly in a fast-reaction
    parameter which governs the lifetime of electrons on the trap level. Thus, the
    resulting decay estimate for the densities of electrons and holes extends to the
    corresponding quasi-steady-state approximation.
acknowledgement: Open access funding provided by Austrian Science Fund (FWF). The
  second author has been supported by the International Research Training Group IGDK
  1754 “Optimization and Numerical Analysis for Partial Differential Equations with
  Nonsmooth Structures”, funded by the German Research Council (DFG) and the Austrian
  Science Fund (FWF) under grant number [W 1244-N18].
article_processing_charge: No
article_type: original
author:
- first_name: Klemens
  full_name: Fellner, Klemens
  last_name: Fellner
- first_name: Michael
  full_name: Kniely, Michael
  id: 2CA2C08C-F248-11E8-B48F-1D18A9856A87
  last_name: Kniely
  orcid: 0000-0001-5645-4333
citation:
  ama: Fellner K, Kniely M. Uniform convergence to equilibrium for a family of drift–diffusion
    models with trap-assisted recombination and the limiting Shockley–Read–Hall model.
    <i>Journal of Elliptic and Parabolic Equations</i>. 2020;6:529-598. doi:<a href="https://doi.org/10.1007/s41808-020-00068-8">10.1007/s41808-020-00068-8</a>
  apa: Fellner, K., &#38; Kniely, M. (2020). Uniform convergence to equilibrium for
    a family of drift–diffusion models with trap-assisted recombination and the limiting
    Shockley–Read–Hall model. <i>Journal of Elliptic and Parabolic Equations</i>.
    Springer Nature. <a href="https://doi.org/10.1007/s41808-020-00068-8">https://doi.org/10.1007/s41808-020-00068-8</a>
  chicago: Fellner, Klemens, and Michael Kniely. “Uniform Convergence to Equilibrium
    for a Family of Drift–Diffusion Models with Trap-Assisted Recombination and the
    Limiting Shockley–Read–Hall Model.” <i>Journal of Elliptic and Parabolic Equations</i>.
    Springer Nature, 2020. <a href="https://doi.org/10.1007/s41808-020-00068-8">https://doi.org/10.1007/s41808-020-00068-8</a>.
  ieee: K. Fellner and M. Kniely, “Uniform convergence to equilibrium for a family
    of drift–diffusion models with trap-assisted recombination and the limiting Shockley–Read–Hall
    model,” <i>Journal of Elliptic and Parabolic Equations</i>, vol. 6. Springer Nature,
    pp. 529–598, 2020.
  ista: Fellner K, Kniely M. 2020. Uniform convergence to equilibrium for a family
    of drift–diffusion models with trap-assisted recombination and the limiting Shockley–Read–Hall
    model. Journal of Elliptic and Parabolic Equations. 6, 529–598.
  mla: Fellner, Klemens, and Michael Kniely. “Uniform Convergence to Equilibrium for
    a Family of Drift–Diffusion Models with Trap-Assisted Recombination and the Limiting
    Shockley–Read–Hall Model.” <i>Journal of Elliptic and Parabolic Equations</i>,
    vol. 6, Springer Nature, 2020, pp. 529–98, doi:<a href="https://doi.org/10.1007/s41808-020-00068-8">10.1007/s41808-020-00068-8</a>.
  short: K. Fellner, M. Kniely, Journal of Elliptic and Parabolic Equations 6 (2020)
    529–598.
corr_author: '1'
date_created: 2020-05-17T22:00:45Z
date_published: 2020-12-01T00:00:00Z
date_updated: 2025-07-17T08:12:24Z
day: '01'
ddc:
- '510'
department:
- _id: JuFi
doi: 10.1007/s41808-020-00068-8
external_id:
  pmid:
  - '33195442'
file:
- access_level: open_access
  checksum: 6bc6832caacddceee1471291e93dcf1d
  content_type: application/pdf
  creator: dernst
  date_created: 2020-11-25T08:59:59Z
  date_updated: 2020-11-25T08:59:59Z
  file_id: '8802'
  file_name: 2020_JourEllipticParabEquat_Fellner.pdf
  file_size: 8408694
  relation: main_file
  success: 1
file_date_updated: 2020-11-25T08:59:59Z
has_accepted_license: '1'
intvolume: '         6'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: 529-598
pmid: 1
project:
- _id: 3AC91DDA-15DF-11EA-824D-93A3E7B544D1
  call_identifier: FWF
  name: FWF Open Access Fund
publication: Journal of Elliptic and Parabolic Equations
publication_identifier:
  eissn:
  - 2296-9039
  issn:
  - 2296-9020
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Uniform convergence to equilibrium for a family of drift–diffusion models with
  trap-assisted recombination and the limiting Shockley–Read–Hall model
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 6
year: '2020'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '21640'
abstract:
- lang: eng
  text: "Conventional computing architectures have no known efficient algorithms for
    combinatorial optimization tasks such\r\nas the Ising problem, which requires
    finding the ground state spin configuration of an arbitrary Ising graph. Physical\r\nIsing
    machines have recently been developed as an alternative to conventional exact
    and heuristic solvers; however,\r\nthese machines typically suffer from decreased
    ground state convergence probability or universality for high edge-\r\ndensity
    graphs or arbitrary graph weights, respectively. We experimentally demonstrate
    a proof-of-principle integrated\r\nnanophotonic recurrent Ising sampler (INPRIS),
    using a hybrid scheme combining electronics and silicon-on-insulator\r\nphotonics,
    that is capable of converging to the ground state of various four-spin graphs
    with high probability. The\r\nINPRIS results indicate that noise may be used as
    a resource to speed up the ground state search and to explore larger\r\nregions
    of the phase space, thus allowing one to probe noise-dependent physical observables.
    Since the recurrent pho-\r\ntonic transformation that our machine imparts is a
    fixed function of the graph problem and therefore compatible with\r\noptoelectronic
    architectures that support GHz clock rates (such as passive or non-volatile photonic
    circuits that do not\r\nrequire reprogramming at each iteration), this work suggests
    the potential for future systems that could achieve orders-\r\nof-magnitude speedups
    in exploring the solution space of combinatorially hard problems. "
article_processing_charge: No
article_type: original
author:
- first_name: Mihika
  full_name: Prabhu, Mihika
  last_name: Prabhu
- first_name: Charles
  full_name: Roques-Carmes, Charles
  id: e2e68fc9-6505-11ef-a541-eb4e72cc3e82
  last_name: Roques-Carmes
- first_name: Yichen
  full_name: Shen, Yichen
  last_name: Shen
- first_name: Nicholas
  full_name: Harris, Nicholas
  last_name: Harris
- first_name: Li
  full_name: Jing, Li
  last_name: Jing
- first_name: Jacques
  full_name: Carolan, Jacques
  last_name: Carolan
- first_name: Ryan
  full_name: Hamerly, Ryan
  last_name: Hamerly
- first_name: Tom
  full_name: Baehr-Jones, Tom
  last_name: Baehr-Jones
- first_name: Michael
  full_name: Hochberg, Michael
  last_name: Hochberg
- first_name: Vladimir
  full_name: Čeperić, Vladimir
  last_name: Čeperić
- first_name: John D.
  full_name: Joannopoulos, John D.
  last_name: Joannopoulos
- first_name: Dirk R.
  full_name: Englund, Dirk R.
  last_name: Englund
- first_name: Marin
  full_name: Soljačić, Marin
  last_name: Soljačić
citation:
  ama: Prabhu M, Roques-Carmes C, Shen Y, et al. Accelerating recurrent Ising machines
    in photonic integrated circuits. <i>Optica</i>. 2020;7(5):551-558. doi:<a href="https://doi.org/10.1364/optica.386613">10.1364/optica.386613</a>
  apa: Prabhu, M., Roques-Carmes, C., Shen, Y., Harris, N., Jing, L., Carolan, J.,
    … Soljačić, M. (2020). Accelerating recurrent Ising machines in photonic integrated
    circuits. <i>Optica</i>. Optica Publishing Group. <a href="https://doi.org/10.1364/optica.386613">https://doi.org/10.1364/optica.386613</a>
  chicago: Prabhu, Mihika, Charles Roques-Carmes, Yichen Shen, Nicholas Harris, Li
    Jing, Jacques Carolan, Ryan Hamerly, et al. “Accelerating Recurrent Ising Machines
    in Photonic Integrated Circuits.” <i>Optica</i>. Optica Publishing Group, 2020.
    <a href="https://doi.org/10.1364/optica.386613">https://doi.org/10.1364/optica.386613</a>.
  ieee: M. Prabhu <i>et al.</i>, “Accelerating recurrent Ising machines in photonic
    integrated circuits,” <i>Optica</i>, vol. 7, no. 5. Optica Publishing Group, pp.
    551–558, 2020.
  ista: Prabhu M, Roques-Carmes C, Shen Y, Harris N, Jing L, Carolan J, Hamerly R,
    Baehr-Jones T, Hochberg M, Čeperić V, Joannopoulos JD, Englund DR, Soljačić M.
    2020. Accelerating recurrent Ising machines in photonic integrated circuits. Optica.
    7(5), 551–558.
  mla: Prabhu, Mihika, et al. “Accelerating Recurrent Ising Machines in Photonic Integrated
    Circuits.” <i>Optica</i>, vol. 7, no. 5, Optica Publishing Group, 2020, pp. 551–58,
    doi:<a href="https://doi.org/10.1364/optica.386613">10.1364/optica.386613</a>.
  short: M. Prabhu, C. Roques-Carmes, Y. Shen, N. Harris, L. Jing, J. Carolan, R.
    Hamerly, T. Baehr-Jones, M. Hochberg, V. Čeperić, J.D. Joannopoulos, D.R. Englund,
    M. Soljačić, Optica 7 (2020) 551–558.
date_created: 2026-03-30T12:22:48Z
date_published: 2020-05-18T00:00:00Z
date_updated: 2026-04-27T07:06:04Z
day: '18'
ddc:
- '530'
doi: 10.1364/optica.386613
extern: '1'
intvolume: '         7'
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1364/OPTICA.386613
month: '05'
oa: 1
oa_version: Published Version
page: 551-558
publication: Optica
publication_identifier:
  eissn:
  - 2334-2536
publication_status: published
publisher: Optica Publishing Group
quality_controlled: '1'
scopus_import: '1'
status: public
title: Accelerating recurrent Ising machines in photonic integrated circuits
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2020'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '21637'
abstract:
- lang: eng
  text: We demonstrate new axisymmetric inverse-design techniques that can solve problems
    radically different from traditional lenses, including reconfigurable lenses (that
    shift a multi-frequency focal spot in response to refractive-index changes) and
    widely separated multi-wavelength lenses (λ = 1 µm and 10 µm). We also present
    experimental validation for an axisymmetric inverse-designed monochrome lens in
    the near-infrared fabricated via two-photon polymerization. Axisymmetry allows
    fullwave Maxwell solvers to be scaled up to structures hundreds or even thousands
    of wavelengths in diameter before requiring domain-decomposition approximations,
    while multilayer topology optimization with ∼105 degrees of freedom can tackle
    challenging design problems even when restricted to axisymmetric structures.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Rasmus E.
  full_name: Christiansen, Rasmus E.
  last_name: Christiansen
- first_name: Zin
  full_name: Lin, Zin
  last_name: Lin
- first_name: Charles
  full_name: Roques-Carmes, Charles
  id: e2e68fc9-6505-11ef-a541-eb4e72cc3e82
  last_name: Roques-Carmes
- first_name: Yannick
  full_name: Salamin, Yannick
  last_name: Salamin
- first_name: Steven E.
  full_name: Kooi, Steven E.
  last_name: Kooi
- first_name: John D.
  full_name: Joannopoulos, John D.
  last_name: Joannopoulos
- first_name: Marin
  full_name: Soljačić, Marin
  last_name: Soljačić
- first_name: Steven G.
  full_name: Johnson, Steven G.
  last_name: Johnson
citation:
  ama: Christiansen RE, Lin Z, Roques-Carmes C, et al. Fullwave Maxwell inverse design
    of axisymmetric, tunable, and multi-scale multi-wavelength metalenses. <i>Optics
    Express</i>. 2020;28(23):33854-33868. doi:<a href="https://doi.org/10.1364/oe.403192">10.1364/oe.403192</a>
  apa: Christiansen, R. E., Lin, Z., Roques-Carmes, C., Salamin, Y., Kooi, S. E.,
    Joannopoulos, J. D., … Johnson, S. G. (2020). Fullwave Maxwell inverse design
    of axisymmetric, tunable, and multi-scale multi-wavelength metalenses. <i>Optics
    Express</i>. Optica Publishing Group. <a href="https://doi.org/10.1364/oe.403192">https://doi.org/10.1364/oe.403192</a>
  chicago: Christiansen, Rasmus E., Zin Lin, Charles Roques-Carmes, Yannick Salamin,
    Steven E. Kooi, John D. Joannopoulos, Marin Soljačić, and Steven G. Johnson. “Fullwave
    Maxwell Inverse Design of Axisymmetric, Tunable, and Multi-Scale Multi-Wavelength
    Metalenses.” <i>Optics Express</i>. Optica Publishing Group, 2020. <a href="https://doi.org/10.1364/oe.403192">https://doi.org/10.1364/oe.403192</a>.
  ieee: R. E. Christiansen <i>et al.</i>, “Fullwave Maxwell inverse design of axisymmetric,
    tunable, and multi-scale multi-wavelength metalenses,” <i>Optics Express</i>,
    vol. 28, no. 23. Optica Publishing Group, pp. 33854–33868, 2020.
  ista: Christiansen RE, Lin Z, Roques-Carmes C, Salamin Y, Kooi SE, Joannopoulos
    JD, Soljačić M, Johnson SG. 2020. Fullwave Maxwell inverse design of axisymmetric,
    tunable, and multi-scale multi-wavelength metalenses. Optics Express. 28(23),
    33854–33868.
  mla: Christiansen, Rasmus E., et al. “Fullwave Maxwell Inverse Design of Axisymmetric,
    Tunable, and Multi-Scale Multi-Wavelength Metalenses.” <i>Optics Express</i>,
    vol. 28, no. 23, Optica Publishing Group, 2020, pp. 33854–68, doi:<a href="https://doi.org/10.1364/oe.403192">10.1364/oe.403192</a>.
  short: R.E. Christiansen, Z. Lin, C. Roques-Carmes, Y. Salamin, S.E. Kooi, J.D.
    Joannopoulos, M. Soljačić, S.G. Johnson, Optics Express 28 (2020) 33854–33868.
date_created: 2026-03-30T12:22:48Z
date_published: 2020-10-26T00:00:00Z
date_updated: 2026-04-27T07:08:18Z
day: '26'
ddc:
- '530'
doi: 10.1364/oe.403192
extern: '1'
external_id:
  arxiv:
  - '2007.11661'
  pmid:
  - '33182865'
intvolume: '        28'
issue: '23'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1364/OE.403192
month: '10'
oa: 1
oa_version: Published Version
page: 33854-33868
pmid: 1
publication: Optics Express
publication_identifier:
  issn:
  - 1094-4087
publication_status: published
publisher: Optica Publishing Group
quality_controlled: '1'
scopus_import: '1'
status: public
title: Fullwave Maxwell inverse design of axisymmetric, tunable, and multi-scale multi-wavelength
  metalenses
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 28
year: '2020'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '21642'
abstract:
- lang: eng
  text: 'By codesigning a metaoptical front end in conjunction with an image‐processing
    back end, we demonstrate noise sensitivity and compactness substantially superior
    to either an optics‐only or a computation‐only approach, illustrated by two examples:
    subwavelength imaging and reconstruction of the full polarization coherence matrices
    of multiple light sources. Our end‐to‐end inverse designs couple the solution
    of the full Maxwell equations—exploiting all aspects of wave physics arising in
    subwavelength scatterers—with inverse‐scattering algorithms in a single large‐scale
    optimization involving  degrees of freedom. The resulting structures scatter light
    in a way that is radically different from either a conventional lens or a random
    microstructure, and suppress the noise sensitivity of the inverse‐scattering computation
    by several orders of magnitude. Incorporating the full wave physics is especially
    crucial for detecting spectral and polarization information that is discarded
    by geometric optics and scalar diffraction theory.'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Zin
  full_name: Lin, Zin
  last_name: Lin
- first_name: Charles
  full_name: Roques-Carmes, Charles
  id: e2e68fc9-6505-11ef-a541-eb4e72cc3e82
  last_name: Roques-Carmes
- first_name: Raphaël
  full_name: Pestourie, Raphaël
  last_name: Pestourie
- first_name: Marin
  full_name: Soljačić, Marin
  last_name: Soljačić
- first_name: Arka
  full_name: Majumdar, Arka
  last_name: Majumdar
- first_name: Steven G.
  full_name: Johnson, Steven G.
  last_name: Johnson
citation:
  ama: Lin Z, Roques-Carmes C, Pestourie R, Soljačić M, Majumdar A, Johnson SG. End‐to‐end
    nanophotonic inverse design for imaging and polarimetry. <i>Nanophotonics</i>.
    2020;10(3):1177-1187. doi:<a href="https://doi.org/10.1515/nanoph-2020-0579">10.1515/nanoph-2020-0579</a>
  apa: Lin, Z., Roques-Carmes, C., Pestourie, R., Soljačić, M., Majumdar, A., &#38;
    Johnson, S. G. (2020). End‐to‐end nanophotonic inverse design for imaging and
    polarimetry. <i>Nanophotonics</i>. Wiley. <a href="https://doi.org/10.1515/nanoph-2020-0579">https://doi.org/10.1515/nanoph-2020-0579</a>
  chicago: Lin, Zin, Charles Roques-Carmes, Raphaël Pestourie, Marin Soljačić, Arka
    Majumdar, and Steven G. Johnson. “End‐to‐end Nanophotonic Inverse Design for Imaging
    and Polarimetry.” <i>Nanophotonics</i>. Wiley, 2020. <a href="https://doi.org/10.1515/nanoph-2020-0579">https://doi.org/10.1515/nanoph-2020-0579</a>.
  ieee: Z. Lin, C. Roques-Carmes, R. Pestourie, M. Soljačić, A. Majumdar, and S. G.
    Johnson, “End‐to‐end nanophotonic inverse design for imaging and polarimetry,”
    <i>Nanophotonics</i>, vol. 10, no. 3. Wiley, pp. 1177–1187, 2020.
  ista: Lin Z, Roques-Carmes C, Pestourie R, Soljačić M, Majumdar A, Johnson SG. 2020.
    End‐to‐end nanophotonic inverse design for imaging and polarimetry. Nanophotonics.
    10(3), 1177–1187.
  mla: Lin, Zin, et al. “End‐to‐end Nanophotonic Inverse Design for Imaging and Polarimetry.”
    <i>Nanophotonics</i>, vol. 10, no. 3, Wiley, 2020, pp. 1177–87, doi:<a href="https://doi.org/10.1515/nanoph-2020-0579">10.1515/nanoph-2020-0579</a>.
  short: Z. Lin, C. Roques-Carmes, R. Pestourie, M. Soljačić, A. Majumdar, S.G. Johnson,
    Nanophotonics 10 (2020) 1177–1187.
date_created: 2026-03-30T12:22:48Z
date_published: 2020-12-23T00:00:00Z
date_updated: 2026-04-27T09:29:25Z
day: '23'
ddc:
- '530'
doi: 10.1515/nanoph-2020-0579
extern: '1'
external_id:
  arxiv:
  - '2006.09145'
intvolume: '        10'
issue: '3'
keyword:
- computational imaging
- end-to-end photonic inverse design
- inverse scattering
- meta-optics
- polarimetry
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1515/nanoph-2020-0579
month: '12'
oa: 1
oa_version: Published Version
page: 1177-1187
publication: Nanophotonics
publication_identifier:
  eissn:
  - 2192-8614
  issn:
  - 2192-8614
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: End‐to‐end nanophotonic inverse design for imaging and polarimetry
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 10
year: '2020'
...
---
OA_type: closed access
_id: '21621'
abstract:
- lang: eng
  text: We show that nanophotonic structures enable the possibility of realizing lasers
    based on stimulated emission by free electrons. The associated threshold beam
    currents are in the nanoampere range, and could be realized in electron microscopes.
article_number: FM2Q.3
article_processing_charge: No
author:
- first_name: Nicholas
  full_name: Rivera, Nicholas
  last_name: Rivera
- first_name: Charles
  full_name: Roques-Carmes, Charles
  id: e2e68fc9-6505-11ef-a541-eb4e72cc3e82
  last_name: Roques-Carmes
- first_name: Ido
  full_name: Kaminer, Ido
  last_name: Kaminer
- first_name: Marin
  full_name: Soljačić, Marin
  last_name: Soljačić
citation:
  ama: 'Rivera N, Roques-Carmes C, Kaminer I, Soljačić M. Toward nanophotonic free-electron
    lasers. In: <i>Conference on Lasers and Electro-Optics</i>. Optica Publishing
    Group; 2020. doi:<a href="https://doi.org/10.1364/cleo_qels.2020.fm2q.3">10.1364/cleo_qels.2020.fm2q.3</a>'
  apa: 'Rivera, N., Roques-Carmes, C., Kaminer, I., &#38; Soljačić, M. (2020). Toward
    nanophotonic free-electron lasers. In <i>Conference on Lasers and Electro-Optics</i>.
    Washington, DC, United States: Optica Publishing Group. <a href="https://doi.org/10.1364/cleo_qels.2020.fm2q.3">https://doi.org/10.1364/cleo_qels.2020.fm2q.3</a>'
  chicago: Rivera, Nicholas, Charles Roques-Carmes, Ido Kaminer, and Marin Soljačić.
    “Toward Nanophotonic Free-Electron Lasers.” In <i>Conference on Lasers and Electro-Optics</i>.
    Optica Publishing Group, 2020. <a href="https://doi.org/10.1364/cleo_qels.2020.fm2q.3">https://doi.org/10.1364/cleo_qels.2020.fm2q.3</a>.
  ieee: N. Rivera, C. Roques-Carmes, I. Kaminer, and M. Soljačić, “Toward nanophotonic
    free-electron lasers,” in <i>Conference on Lasers and Electro-Optics</i>, Washington,
    DC, United States, 2020.
  ista: 'Rivera N, Roques-Carmes C, Kaminer I, Soljačić M. 2020. Toward nanophotonic
    free-electron lasers. Conference on Lasers and Electro-Optics. CLEO: Fundamental
    Science, FM2Q.3.'
  mla: Rivera, Nicholas, et al. “Toward Nanophotonic Free-Electron Lasers.” <i>Conference
    on Lasers and Electro-Optics</i>, FM2Q.3, Optica Publishing Group, 2020, doi:<a
    href="https://doi.org/10.1364/cleo_qels.2020.fm2q.3">10.1364/cleo_qels.2020.fm2q.3</a>.
  short: N. Rivera, C. Roques-Carmes, I. Kaminer, M. Soljačić, in:, Conference on
    Lasers and Electro-Optics, Optica Publishing Group, 2020.
conference:
  end_date: 2020-05-15
  location: Washington, DC, United States
  name: 'CLEO: Fundamental Science'
  start_date: 2020-05-10
date_created: 2026-03-30T12:22:48Z
date_published: 2020-06-01T00:00:00Z
date_updated: 2026-05-05T06:49:40Z
day: '01'
doi: 10.1364/cleo_qels.2020.fm2q.3
extern: '1'
language:
- iso: eng
month: '06'
oa_version: None
publication: Conference on Lasers and Electro-Optics
publication_identifier:
  eisbn:
  - '9781943580767'
  issnl:
  - 2162-2701
publication_status: published
publisher: Optica Publishing Group
quality_controlled: '1'
scopus_import: '1'
status: public
title: Toward nanophotonic free-electron lasers
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '8755'
abstract:
- lang: eng
  text: 'The superconducting circuit community has recently discovered the promising
    potential of superinductors. These circuit elements have a characteristic impedance
    exceeding the resistance quantum RQ ≈ 6.45 kΩ which leads to a suppression of
    ground state charge fluctuations. Applications include the realization of hardware
    protected qubits for fault tolerant quantum computing, improved coupling to small
    dipole moment objects and defining a new quantum metrology standard for the ampere.
    In this work we refute the widespread notion that superinductors can only be implemented
    based on kinetic inductance, i.e. using disordered superconductors or Josephson
    junction arrays. We present modeling, fabrication and characterization of 104
    planar aluminum coil resonators with a characteristic impedance up to 30.9 kΩ
    at 5.6 GHz and a capacitance down to ≤ 1 fF, with lowloss and a power handling
    reaching 108 intra-cavity photons. Geometric superinductors are free of uncontrolled
    tunneling events and offer high reproducibility, linearity and the ability to
    couple magnetically - properties that significantly broaden the scope of future
    quantum circuits. '
acknowledged_ssus:
- _id: NanoFab
acknowledgement: "The authors acknowledge the support from I. Prieto and the IST Nanofabrication
  Facility. This work was supported by IST Austria and a NOMIS foundation research
  grant and the Austrian Science Fund (FWF) through BeyondC (F71). MP is the recipient
  of a P¨ottinger scholarship at IST Austria. JMF acknowledges support from the European
  Union’s Horizon 2020 research and innovation programs under grant agreement No 732894
  (FET Proactive HOT), 862644 (FET Open QUARTET), and the European Research Council
  under grant agreement\r\nnumber 758053 (ERC StG QUNNECT). "
article_number: '044055'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Matilda
  full_name: Peruzzo, Matilda
  id: 3F920B30-F248-11E8-B48F-1D18A9856A87
  last_name: Peruzzo
  orcid: 0000-0002-3415-4628
- first_name: Andrea
  full_name: Trioni, Andrea
  id: 42F71B44-F248-11E8-B48F-1D18A9856A87
  last_name: Trioni
- first_name: Farid
  full_name: Hassani, Farid
  id: 2AED110C-F248-11E8-B48F-1D18A9856A87
  last_name: Hassani
  orcid: 0000-0001-6937-5773
- first_name: Martin
  full_name: Zemlicka, Martin
  id: 2DCF8DE6-F248-11E8-B48F-1D18A9856A87
  last_name: Zemlicka
  orcid: 0009-0005-0878-3032
- 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, Trioni A, Hassani F, Zemlicka M, Fink JM. Surpassing the resistance
    quantum with a geometric superinductor. <i>Physical Review Applied</i>. 2020;14(4).
    doi:<a href="https://doi.org/10.1103/PhysRevApplied.14.044055">10.1103/PhysRevApplied.14.044055</a>
  apa: Peruzzo, M., Trioni, A., Hassani, F., Zemlicka, M., &#38; Fink, J. M. (2020).
    Surpassing the resistance quantum with a geometric superinductor. <i>Physical
    Review Applied</i>. American Physical Society. <a href="https://doi.org/10.1103/PhysRevApplied.14.044055">https://doi.org/10.1103/PhysRevApplied.14.044055</a>
  chicago: Peruzzo, Matilda, Andrea Trioni, Farid Hassani, Martin Zemlicka, and Johannes
    M Fink. “Surpassing the Resistance Quantum with a Geometric Superinductor.” <i>Physical
    Review Applied</i>. American Physical Society, 2020. <a href="https://doi.org/10.1103/PhysRevApplied.14.044055">https://doi.org/10.1103/PhysRevApplied.14.044055</a>.
  ieee: M. Peruzzo, A. Trioni, F. Hassani, M. Zemlicka, and J. M. Fink, “Surpassing
    the resistance quantum with a geometric superinductor,” <i>Physical Review Applied</i>,
    vol. 14, no. 4. American Physical Society, 2020.
  ista: Peruzzo M, Trioni A, Hassani F, Zemlicka M, Fink JM. 2020. Surpassing the
    resistance quantum with a geometric superinductor. Physical Review Applied. 14(4),
    044055.
  mla: Peruzzo, Matilda, et al. “Surpassing the Resistance Quantum with a Geometric
    Superinductor.” <i>Physical Review Applied</i>, vol. 14, no. 4, 044055, American
    Physical Society, 2020, doi:<a href="https://doi.org/10.1103/PhysRevApplied.14.044055">10.1103/PhysRevApplied.14.044055</a>.
  short: M. Peruzzo, A. Trioni, F. Hassani, M. Zemlicka, J.M. Fink, Physical Review
    Applied 14 (2020).
date_created: 2020-11-15T23:01:17Z
date_published: 2020-10-29T00:00:00Z
date_updated: 2026-06-03T07:16:02Z
day: '29'
ddc:
- '530'
department:
- _id: JoFi
doi: 10.1103/PhysRevApplied.14.044055
ec_funded: 1
external_id:
  arxiv:
  - '2007.01644'
  isi:
  - '000582797300003'
file:
- access_level: open_access
  checksum: 2a634abe75251ae7628cd54c8a4ce2e8
  content_type: application/pdf
  creator: dernst
  date_created: 2021-03-29T11:43:20Z
  date_updated: 2021-03-29T11:43:20Z
  file_id: '9300'
  file_name: 2020_PhysReviewApplied_Peruzzo.pdf
  file_size: 2607823
  relation: main_file
  success: 1
file_date_updated: 2021-03-29T11:43:20Z
has_accepted_license: '1'
intvolume: '        14'
isi: 1
issue: '4'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 257EB838-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '732894'
  name: Hybrid Optomechanical Technologies
- _id: 237CBA6C-32DE-11EA-91FC-C7463DDC885E
  call_identifier: H2020
  grant_number: '862644'
  name: Quantum readout techniques and technologies
- _id: 26336814-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '758053'
  name: A Fiber Optic Transceiver for Superconducting Qubits
- _id: bdb108fd-d553-11ed-ba76-83dc74a9864f
  grant_number: F07105
  name: QUANTUM INFORMATION SYSTEMS BEYOND CLASSICAL CAPABILITIES / P5- Integration
    of Superconducting Quantum Circuits
publication: Physical Review Applied
publication_identifier:
  eissn:
  - 2331-7019
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
related_material:
  record:
  - id: '13070'
    relation: research_data
    status: public
  - id: '9920'
    relation: dissertation_contains
    status: public
  - id: '17133'
    relation: dissertation_contains
    status: public
  - id: '20371'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Surpassing the resistance quantum with a geometric superinductor
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 14
year: '2020'
...
---
_id: '9198'
abstract:
- lang: eng
  text: "The optimization of multilayer neural networks typically leads to a solution\r\nwith
    zero training error, yet the landscape can exhibit spurious local minima\r\nand
    the minima can be disconnected. In this paper, we shed light on this\r\nphenomenon:
    we show that the combination of stochastic gradient descent (SGD)\r\nand over-parameterization
    makes the landscape of multilayer neural networks\r\napproximately connected and
    thus more favorable to optimization. More\r\nspecifically, we prove that SGD solutions
    are connected via a piecewise linear\r\npath, and the increase in loss along this
    path vanishes as the number of\r\nneurons grows large. This result is a consequence
    of the fact that the\r\nparameters found by SGD are increasingly dropout stable
    as the network becomes\r\nwider. We show that, if we remove part of the neurons
    (and suitably rescale the\r\nremaining ones), the change in loss is independent
    of the total number of\r\nneurons, and it depends only on how many neurons are
    left. Our results exhibit\r\na mild dependence on the input dimension: they are
    dimension-free for two-layer\r\nnetworks and depend linearly on the dimension
    for multilayer networks. We\r\nvalidate our theoretical findings with numerical
    experiments for different\r\narchitectures and classification tasks."
acknowledgement: M. Mondelli was partially supported by the 2019 LopezLoreta Prize.
  The authors thank Phan-Minh Nguyen for helpful discussions and the IST Distributed
  Algorithms and Systems Lab for providing computational resources.
article_processing_charge: No
arxiv: 1
author:
- first_name: Aleksandr
  full_name: Shevchenko, Aleksandr
  id: F2B06EC2-C99E-11E9-89F0-752EE6697425
  last_name: Shevchenko
- first_name: Marco
  full_name: Mondelli, Marco
  id: 27EB676C-8706-11E9-9510-7717E6697425
  last_name: Mondelli
  orcid: 0000-0002-3242-7020
citation:
  ama: 'Shevchenko A, Mondelli M. Landscape connectivity and dropout stability of
    SGD solutions for over-parameterized neural networks. In: <i>Proceedings of the
    37th International Conference on Machine Learning</i>. Vol 119. ML Research Press;
    2020:8773-8784.'
  apa: Shevchenko, A., &#38; Mondelli, M. (2020). Landscape connectivity and dropout
    stability of SGD solutions for over-parameterized neural networks. In <i>Proceedings
    of the 37th International Conference on Machine Learning</i> (Vol. 119, pp. 8773–8784).
    ML Research Press.
  chicago: Shevchenko, Aleksandr, and Marco Mondelli. “Landscape Connectivity and
    Dropout Stability of SGD Solutions for Over-Parameterized Neural Networks.” In
    <i>Proceedings of the 37th International Conference on Machine Learning</i>, 119:8773–84.
    ML Research Press, 2020.
  ieee: A. Shevchenko and M. Mondelli, “Landscape connectivity and dropout stability
    of SGD solutions for over-parameterized neural networks,” in <i>Proceedings of
    the 37th International Conference on Machine Learning</i>, 2020, vol. 119, pp.
    8773–8784.
  ista: Shevchenko A, Mondelli M. 2020. Landscape connectivity and dropout stability
    of SGD solutions for over-parameterized neural networks. Proceedings of the 37th
    International Conference on Machine Learning. vol. 119, 8773–8784.
  mla: Shevchenko, Aleksandr, and Marco Mondelli. “Landscape Connectivity and Dropout
    Stability of SGD Solutions for Over-Parameterized Neural Networks.” <i>Proceedings
    of the 37th International Conference on Machine Learning</i>, vol. 119, ML Research
    Press, 2020, pp. 8773–84.
  short: A. Shevchenko, M. Mondelli, in:, Proceedings of the 37th International Conference
    on Machine Learning, ML Research Press, 2020, pp. 8773–8784.
date_created: 2021-02-25T09:36:22Z
date_published: 2020-07-13T00:00:00Z
date_updated: 2026-06-08T22:30:06Z
day: '13'
ddc:
- '000'
department:
- _id: MaMo
- _id: DaAl
external_id:
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  - '1912.10095'
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oa_version: Published Version
page: 8773-8784
project:
- _id: 059876FA-7A3F-11EA-A408-12923DDC885E
  name: Prix Lopez-Loretta 2019 - Marco Mondelli
publication: Proceedings of the 37th International Conference on Machine Learning
publication_status: published
publisher: ML Research Press
quality_controlled: '1'
related_material:
  record:
  - id: '17465'
    relation: dissertation_contains
    status: public
status: public
title: Landscape connectivity and dropout stability of SGD solutions for over-parameterized
  neural networks
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 119
year: '2020'
...
---
_id: '8350'
abstract:
- lang: eng
  text: "Cytoplasm is a gel-like crowded environment composed of tens of thousands
    of macromolecules, organelles, cytoskeletal networks and cytosol. The structure
    of the cytoplasm is thought to be highly organized and heterogeneous due to the
    crowding of its constituents and their effective compartmentalization. In such
    an environment, the diffusive dynamics of the molecules is very restricted, an
    effect that is further amplified by clustering and anchoring of molecules. Despite
    the jammed nature of the cytoplasm at the microscopic scale, large-scale reorganization
    of cytoplasm is essential for important cellular functions, such as nuclear positioning
    and cell division. How such mesoscale reorganization of the cytoplasm is achieved,
    especially for very large cells such as oocytes or syncytial tissues that can
    span hundreds of micrometers in size, has only begun to be understood.\r\nIn this
    thesis, I focus on the recent advances in elucidating the molecular, cellular
    and biophysical principles underlying cytoplasmic organization across different
    scales, structures and species. First, I outline which of these principles have
    been identified by reductionist approaches, such as in vitro reconstitution assays,
    where boundary conditions and components can be modulated at ease. I then describe
    how the theoretical and experimental framework established in these reduced systems
    have been applied to their more complex in vivo counterparts, in particular oocytes
    and embryonic syncytial structures, and discuss how such complex biological systems
    can initiate symmetry breaking and establish patterning.\r\nSpecifically, I examine
    an example of large-scale reorganizations taking place in zebrafish embryos, where
    extensive cytoplasmic streaming leads to the segregation of cytoplasm from yolk
    granules along the animal-vegetal axis of the embryo. Using biophysical experimentation
    and theory, I investigate the forces underlying this process, to show that this
    process does not rely on cortical actin reorganization, as previously thought,
    but instead on a cell-cycle-dependent bulk actin polymerization wave traveling
    from the animal to the vegetal pole of the embryo. This wave functions in segregation
    by both pulling cytoplasm animally and pushing yolk granules vegetally. Cytoplasm
    pulling is mediated by bulk actin network flows exerting friction forces on the
    cytoplasm, while yolk granule pushing is achieved by a mechanism closely resembling
    actin comet formation on yolk granules. This study defines a novel role of bulk
    actin polymerization waves in embryo polarization via cytoplasmic segregation.
    Lastly, I describe the cytoplasmic reorganizations taking place during zebrafish
    oocyte maturation, where the initial segregation of the cytoplasm and yolk granules
    occurs. Here, I demonstrate a previously uncharacterized wave of microtubule aster
    formation, traveling the oocyte along the animal-vegetal axis. Further research
    is required to determine the role of such microtubule structures in cytoplasmic
    reorganizations therein.\r\nCollectively, these studies provide further evidence
    for the coupling between cell cytoskeleton and cell cycle machinery, which can
    underlie a core self-organizing mechanism for orchestrating large-scale reorganizations
    in a cell-cycle-tunable manner, where the modulations of the force-generating
    machinery and cytoplasmic mechanics can be harbored to fulfill cellular functions."
acknowledged_ssus:
- _id: PreCl
- _id: Bio
- _id: EM-Fac
acknowledgement: "I would have had no fish and hence no results without our wonderful
  fish facility crew, Verena Mayer, Eva Schlegl, Andreas Mlak and Matthias Nowak.
  Special thanks to Verena for being always happy to help and dealing with our chaotic
  schedules in the lab. Danke auch, Verena, für deine Geduld, mit mir auf Deutsch
  zu sprechen. Das hat mir sehr geholfen.\r\nSpecial thanks to the Bioimaging and
  EM facilities at IST Austria for supporting us every day. Very special thanks would
  go to Robert Hauschild for his continuous support on data analysis and also to Jack
  Merrin for designing and building microfabricated chambers for the project and for
  the various discussions on making zebrafish extracts."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Shayan
  full_name: Shamipour, Shayan
  id: 40B34FE2-F248-11E8-B48F-1D18A9856A87
  last_name: Shamipour
citation:
  ama: Shamipour S. Bulk actin dynamics drive phase segregation in zebrafish oocytes
    . 2020. doi:<a href="https://doi.org/10.15479/AT:ISTA:8350">10.15479/AT:ISTA:8350</a>
  apa: Shamipour, S. (2020). <i>Bulk actin dynamics drive phase segregation in zebrafish
    oocytes </i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:8350">https://doi.org/10.15479/AT:ISTA:8350</a>
  chicago: Shamipour, Shayan. “Bulk Actin Dynamics Drive Phase Segregation in Zebrafish
    Oocytes .” Institute of Science and Technology Austria, 2020. <a href="https://doi.org/10.15479/AT:ISTA:8350">https://doi.org/10.15479/AT:ISTA:8350</a>.
  ieee: S. Shamipour, “Bulk actin dynamics drive phase segregation in zebrafish oocytes
    ,” Institute of Science and Technology Austria, 2020.
  ista: Shamipour S. 2020. Bulk actin dynamics drive phase segregation in zebrafish
    oocytes . Institute of Science and Technology Austria.
  mla: Shamipour, Shayan. <i>Bulk Actin Dynamics Drive Phase Segregation in Zebrafish
    Oocytes </i>. Institute of Science and Technology Austria, 2020, doi:<a href="https://doi.org/10.15479/AT:ISTA:8350">10.15479/AT:ISTA:8350</a>.
  short: S. Shamipour, Bulk Actin Dynamics Drive Phase Segregation in Zebrafish Oocytes
    , Institute of Science and Technology Austria, 2020.
corr_author: '1'
date_created: 2020-09-09T11:12:10Z
date_published: 2020-09-09T00:00:00Z
date_updated: 2025-09-11T07:08:52Z
day: '09'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: BjHo
- _id: CaHe
doi: 10.15479/AT:ISTA:8350
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  date_created: 2020-09-09T11:06:13Z
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has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: None
page: '107'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '7001'
    relation: part_of_dissertation
    status: public
  - id: '6508'
    relation: part_of_dissertation
    status: public
  - id: '735'
    relation: part_of_dissertation
    status: public
  - id: '661'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Carl-Philipp J
  full_name: Heisenberg, Carl-Philipp J
  id: 39427864-F248-11E8-B48F-1D18A9856A87
  last_name: Heisenberg
  orcid: 0000-0002-0912-4566
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
title: 'Bulk actin dynamics drive phase segregation in zebrafish oocytes '
type: dissertation
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '7680'
abstract:
- lang: eng
  text: "Proteins and their complex dynamic interactions regulate cellular mechanisms
    from sensing and transducing extracellular signals, to mediating genetic responses,
    and sustaining or changing cell morphology. To manipulate these protein-protein
    interactions (PPIs) that govern the behavior and fate of cells, synthetically
    constructed, genetically encoded tools provide the means to precisely target proteins
    of interest (POIs), and control their subcellular localization and activity in
    vitro and in vivo. Ideal synthetic tools react to an orthogonal cue, i.e. a trigger
    that does not activate any other endogenous process, thereby allowing manipulation
    of the POI alone.\r\nIn optogenetics, naturally occurring photosensory domain
    from plants, algae and bacteria are re-purposed and genetically fused to POIs.
    Illumination with light of a specific wavelength triggers a conformational change
    that can mediate PPIs, such as dimerization or oligomerization. By using light
    as a trigger, these tools can be activated with high spatial and temporal precision,
    on subcellular and millisecond scales. Chemogenetic tools consist of protein domains
    that recognize and bind small molecules. By genetic fusion to POIs, these domains
    can mediate PPIs upon addition of their specific ligands, which are often synthetically
    designed to provide highly specific interactions and exhibit good bioavailability.\r\nMost
    optogenetic tools to mediate PPIs are based on well-studied photoreceptors responding
    to red, blue or near-UV light, leaving a striking gap in the green band of the
    visible light spectrum. Among both optogenetic and chemogenetic tools, there is
    an abundance of methods to induce PPIs, but tools to disrupt them require UV illumination,
    rely on covalent linkage and subsequent enzymatic cleavage or initially result
    in protein clustering of unknown stoichiometry.\r\nThis work describes how the
    recently structurally and photochemically characterized green-light responsive
    cobalamin-binding domains (CBDs) from bacterial transcription factors were re-purposed
    to function as a green-light responsive optogenetic tool. In contrast to previously
    engineered optogenetic tools, CBDs do not induce PPI, but rather confer a PPI
    already upon expression, which can be rapidly disrupted by illumination. This
    was employed to mimic inhibition of constitutive activity of a growth factor receptor,
    and successfully implement for cell signalling in mammalian cells and in vivo
    to rescue development in zebrafish. This work further describes the development
    and application of a chemically induced de-dimerizer (CDD) based on a recently
    identified and structurally described bacterial oxyreductase. CDD forms a dimer
    upon expression in absence of its cofactor, the flavin derivative F420. Safety
    and of domain expression and ligand exposure are demonstrated in vitro and in
    vivo in zebrafish. The system is further applied to inhibit cell signalling output
    from a chimeric receptor upon F420 treatment.\r\nCBDs and CDD expand the repertoire
    of synthetic tools by providing novel mechanisms of mediating PPIs, and by recognizing
    previously not utilized cues. In the future, they can readily be combined with
    existing synthetic tools to functionally manipulate PPIs in vitro and in vivo."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Stephanie
  full_name: Kainrath, Stephanie
  id: 32CFBA64-F248-11E8-B48F-1D18A9856A87
  last_name: Kainrath
  orcid: 0000-0002-6709-2195
citation:
  ama: Kainrath S. Synthetic tools for optogenetic and chemogenetic inhibition of
    cellular signals. 2020. doi:<a href="https://doi.org/10.15479/AT:ISTA:7680">10.15479/AT:ISTA:7680</a>
  apa: Kainrath, S. (2020). <i>Synthetic tools for optogenetic and chemogenetic inhibition
    of cellular signals</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:7680">https://doi.org/10.15479/AT:ISTA:7680</a>
  chicago: Kainrath, Stephanie. “Synthetic Tools for Optogenetic and Chemogenetic
    Inhibition of Cellular Signals.” Institute of Science and Technology Austria,
    2020. <a href="https://doi.org/10.15479/AT:ISTA:7680">https://doi.org/10.15479/AT:ISTA:7680</a>.
  ieee: S. Kainrath, “Synthetic tools for optogenetic and chemogenetic inhibition
    of cellular signals,” Institute of Science and Technology Austria, 2020.
  ista: Kainrath S. 2020. Synthetic tools for optogenetic and chemogenetic inhibition
    of cellular signals. Institute of Science and Technology Austria.
  mla: Kainrath, Stephanie. <i>Synthetic Tools for Optogenetic and Chemogenetic Inhibition
    of Cellular Signals</i>. Institute of Science and Technology Austria, 2020, doi:<a
    href="https://doi.org/10.15479/AT:ISTA:7680">10.15479/AT:ISTA:7680</a>.
  short: S. Kainrath, Synthetic Tools for Optogenetic and Chemogenetic Inhibition
    of Cellular Signals, Institute of Science and Technology Austria, 2020.
corr_author: '1'
date_created: 2020-04-24T16:00:51Z
date_published: 2020-04-24T00:00:00Z
date_updated: 2025-11-03T23:30:47Z
day: '24'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: CaGu
doi: 10.15479/AT:ISTA:7680
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has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: None
page: '98'
publication_identifier:
  eissn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '1028'
    relation: dissertation_contains
    status: public
status: public
supervisor:
- first_name: Harald L
  full_name: Janovjak, Harald L
  id: 33BA6C30-F248-11E8-B48F-1D18A9856A87
  last_name: Janovjak
  orcid: 0000-0002-8023-9315
title: Synthetic tools for optogenetic and chemogenetic inhibition of cellular signals
type: dissertation
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
