---
_id: '14174'
abstract:
- lang: eng
  text: "Building sample-efficient agents that generalize out-of-distribution (OOD)
    in real-world settings remains a fundamental unsolved problem on the path towards
    achieving higher-level cognition. One particularly promising approach is to begin
    with low-dimensional, pretrained representations of our world, which should facilitate
    efficient downstream learning and generalization. By training 240 representations
    and over 10,000 reinforcement learning (RL) policies on a simulated robotic setup,
    we evaluate to what extent different properties of\r\npretrained VAE-based representations
    affect the OOD generalization of downstream agents. We observe that many agents
    are surprisingly robust to realistic distribution shifts, including the challenging
    sim-to-real case. In addition, we find that the generalization performance of
    a simple downstream proxy task reliably predicts the generalization performance
    of our RL agents\r\nunder a wide range of OOD settings. Such proxy tasks can thus
    be used to select pretrained representations that will lead to agents that generalize."
article_processing_charge: No
arxiv: 1
author:
- first_name: Andrea
  full_name: Dittadi, Andrea
  last_name: Dittadi
- first_name: Frederik
  full_name: Träuble, Frederik
  last_name: Träuble
- first_name: Manuel
  full_name: Wüthrich, Manuel
  last_name: Wüthrich
- first_name: Felix
  full_name: Widmaier, Felix
  last_name: Widmaier
- first_name: Peter
  full_name: Gehler, Peter
  last_name: Gehler
- first_name: Ole
  full_name: Winther, Ole
  last_name: Winther
- first_name: Francesco
  full_name: Locatello, Francesco
  id: 26cfd52f-2483-11ee-8040-88983bcc06d4
  last_name: Locatello
  orcid: 0000-0002-4850-0683
- first_name: Olivier
  full_name: Bachem, Olivier
  last_name: Bachem
- first_name: Bernhard
  full_name: Schölkopf, Bernhard
  last_name: Schölkopf
- first_name: Stefan
  full_name: Bauer, Stefan
  last_name: Bauer
citation:
  ama: 'Dittadi A, Träuble F, Wüthrich M, et al. The role of pretrained representations
    for the OOD generalization of  reinforcement learning agents. In: <i>10th International
    Conference on Learning Representations</i>. ; 2022.'
  apa: Dittadi, A., Träuble, F., Wüthrich, M., Widmaier, F., Gehler, P., Winther,
    O., … Bauer, S. (2022). The role of pretrained representations for the OOD generalization
    of  reinforcement learning agents. In <i>10th International Conference on Learning
    Representations</i>. Virtual.
  chicago: Dittadi, Andrea, Frederik Träuble, Manuel Wüthrich, Felix Widmaier, Peter
    Gehler, Ole Winther, Francesco Locatello, Olivier Bachem, Bernhard Schölkopf,
    and Stefan Bauer. “The Role of Pretrained Representations for the OOD Generalization
    of  Reinforcement Learning Agents.” In <i>10th International Conference on Learning
    Representations</i>, 2022.
  ieee: A. Dittadi <i>et al.</i>, “The role of pretrained representations for the
    OOD generalization of  reinforcement learning agents,” in <i>10th International
    Conference on Learning Representations</i>, Virtual, 2022.
  ista: 'Dittadi A, Träuble F, Wüthrich M, Widmaier F, Gehler P, Winther O, Locatello
    F, Bachem O, Schölkopf B, Bauer S. 2022. The role of pretrained representations
    for the OOD generalization of  reinforcement learning agents. 10th International
    Conference on Learning Representations. ICLR: International Conference on Learning
    Representations.'
  mla: Dittadi, Andrea, et al. “The Role of Pretrained Representations for the OOD
    Generalization of  Reinforcement Learning Agents.” <i>10th International Conference
    on Learning Representations</i>, 2022.
  short: A. Dittadi, F. Träuble, M. Wüthrich, F. Widmaier, P. Gehler, O. Winther,
    F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, 10th International Conference
    on Learning Representations, 2022.
conference:
  end_date: 2022-04-29
  location: Virtual
  name: 'ICLR: International Conference on Learning Representations'
  start_date: 2022-04-25
date_created: 2023-08-22T14:02:13Z
date_published: 2022-04-25T00:00:00Z
date_updated: 2023-09-11T09:48:36Z
day: '25'
department:
- _id: FrLo
extern: '1'
external_id:
  arxiv:
  - '2107.05686'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: ' https://doi.org/10.48550/arXiv.2107.05686'
month: '04'
oa: 1
oa_version: Preprint
publication: 10th International Conference on Learning Representations
publication_status: published
quality_controlled: '1'
status: public
title: The role of pretrained representations for the OOD generalization of  reinforcement
  learning agents
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '14175'
abstract:
- lang: eng
  text: "Predicting the future trajectory of a moving agent can be easy when the past
    trajectory continues smoothly but is challenging when complex interactions with
    other agents are involved. Recent deep learning approaches for trajectory prediction
    show promising performance and partially attribute this to successful reasoning
    about agent-agent interactions. However, it remains unclear which features such
    black-box models actually learn to use for making predictions. This paper proposes
    a procedure that quantifies the contributions\r\nof different cues to model performance
    based on a variant of Shapley values. Applying this procedure to state-of-the-art
    trajectory prediction methods on standard benchmark datasets shows that they are,
    in fact, unable to reason about interactions. Instead, the past trajectory of
    the target is the only feature used for predicting its future. For a task with
    richer social\r\ninteraction patterns, on the other hand, the tested models do
    pick up such interactions to a certain extent, as quantified by our feature attribution
    method. We discuss the limits of the proposed method and its links to causality."
article_processing_charge: No
arxiv: 1
author:
- first_name: Osama
  full_name: Makansi, Osama
  last_name: Makansi
- first_name: Julius von
  full_name: Kügelgen, Julius von
  last_name: Kügelgen
- first_name: Francesco
  full_name: Locatello, Francesco
  id: 26cfd52f-2483-11ee-8040-88983bcc06d4
  last_name: Locatello
  orcid: 0000-0002-4850-0683
- first_name: Peter
  full_name: Gehler, Peter
  last_name: Gehler
- first_name: Dominik
  full_name: Janzing, Dominik
  last_name: Janzing
- first_name: Thomas
  full_name: Brox, Thomas
  last_name: Brox
- first_name: Bernhard
  full_name: Schölkopf, Bernhard
  last_name: Schölkopf
citation:
  ama: 'Makansi O, Kügelgen J von, Locatello F, et al. You mostly walk alone: Analyzing
    feature attribution in trajectory prediction. In: <i>10th International Conference
    on Learning Representations</i>. ; 2022.'
  apa: 'Makansi, O., Kügelgen, J. von, Locatello, F., Gehler, P., Janzing, D., Brox,
    T., &#38; Schölkopf, B. (2022). You mostly walk alone: Analyzing feature attribution
    in trajectory prediction. In <i>10th International Conference on Learning Representations</i>.
    Virtual.'
  chicago: 'Makansi, Osama, Julius von Kügelgen, Francesco Locatello, Peter Gehler,
    Dominik Janzing, Thomas Brox, and Bernhard Schölkopf. “You Mostly Walk Alone:
    Analyzing Feature Attribution in Trajectory Prediction.” In <i>10th International
    Conference on Learning Representations</i>, 2022.'
  ieee: 'O. Makansi <i>et al.</i>, “You mostly walk alone: Analyzing feature attribution
    in trajectory prediction,” in <i>10th International Conference on Learning Representations</i>,
    Virtual, 2022.'
  ista: 'Makansi O, Kügelgen J von, Locatello F, Gehler P, Janzing D, Brox T, Schölkopf
    B. 2022. You mostly walk alone: Analyzing feature attribution in trajectory prediction.
    10th International Conference on Learning Representations. ICLR: International
    Conference on Learning Representations.'
  mla: 'Makansi, Osama, et al. “You Mostly Walk Alone: Analyzing Feature Attribution
    in Trajectory Prediction.” <i>10th International Conference on Learning Representations</i>,
    2022.'
  short: O. Makansi, J. von Kügelgen, F. Locatello, P. Gehler, D. Janzing, T. Brox,
    B. Schölkopf, in:, 10th International Conference on Learning Representations,
    2022.
conference:
  end_date: 2022-04-29
  location: Virtual
  name: 'ICLR: International Conference on Learning Representations'
  start_date: 2022-04-25
date_created: 2023-08-22T14:02:34Z
date_published: 2022-04-25T00:00:00Z
date_updated: 2023-09-11T09:52:20Z
day: '25'
department:
- _id: FrLo
extern: '1'
external_id:
  arxiv:
  - '2110.05304'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2110.05304
month: '04'
oa: 1
oa_version: Preprint
publication: 10th International Conference on Learning Representations
publication_status: published
quality_controlled: '1'
status: public
title: 'You mostly walk alone: Analyzing feature attribution in trajectory prediction'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '14215'
abstract:
- lang: eng
  text: Geospatial Information Systems are used by researchers and Humanitarian Assistance
    and Disaster Response (HADR) practitioners to support a wide variety of important
    applications. However, collaboration between these actors is difficult due to
    the heterogeneous nature of geospatial data modalities (e.g., multi-spectral images
    of various resolutions, timeseries, weather data) and diversity of tasks (e.g.,
    regression of human activity indicators or detecting forest fires). In this work,
    we present a roadmap towards the construction of a general-purpose neural architecture
    (GPNA) with a geospatial inductive bias, pre-trained on large amounts of unlabelled
    earth observation data in a self-supervised manner. We envision how such a model
    may facilitate cooperation between members of the community. We show preliminary
    results on the first step of the roadmap, where we instantiate an architecture
    that can process a wide variety of geospatial data modalities and demonstrate
    that it can achieve competitive performance with domain-specific architectures
    on tasks relating to the U.N.'s Sustainable Development Goals.
article_processing_charge: No
arxiv: 1
author:
- first_name: Nasim
  full_name: Rahaman, Nasim
  last_name: Rahaman
- first_name: Martin
  full_name: Weiss, Martin
  last_name: Weiss
- first_name: Frederik
  full_name: Träuble, Frederik
  last_name: Träuble
- first_name: Francesco
  full_name: Locatello, Francesco
  id: 26cfd52f-2483-11ee-8040-88983bcc06d4
  last_name: Locatello
  orcid: 0000-0002-4850-0683
- first_name: Alexandre
  full_name: Lacoste, Alexandre
  last_name: Lacoste
- first_name: Yoshua
  full_name: Bengio, Yoshua
  last_name: Bengio
- first_name: Chris
  full_name: Pal, Chris
  last_name: Pal
- first_name: Li Erran
  full_name: Li, Li Erran
  last_name: Li
- first_name: Bernhard
  full_name: Schölkopf, Bernhard
  last_name: Schölkopf
citation:
  ama: 'Rahaman N, Weiss M, Träuble F, et al. A general purpose neural architecture
    for geospatial systems. In: <i>36th Conference on Neural Information Processing
    Systems</i>.'
  apa: Rahaman, N., Weiss, M., Träuble, F., Locatello, F., Lacoste, A., Bengio, Y.,
    … Schölkopf, B. (n.d.). A general purpose neural architecture for geospatial systems.
    In <i>36th Conference on Neural Information Processing Systems</i>. New Orleans,
    LA, United States.
  chicago: Rahaman, Nasim, Martin Weiss, Frederik Träuble, Francesco Locatello, Alexandre
    Lacoste, Yoshua Bengio, Chris Pal, Li Erran Li, and Bernhard Schölkopf. “A General
    Purpose Neural Architecture for Geospatial Systems.” In <i>36th Conference on
    Neural Information Processing Systems</i>, n.d.
  ieee: N. Rahaman <i>et al.</i>, “A general purpose neural architecture for geospatial
    systems,” in <i>36th Conference on Neural Information Processing Systems</i>,
    New Orleans, LA, United States.
  ista: 'Rahaman N, Weiss M, Träuble F, Locatello F, Lacoste A, Bengio Y, Pal C, Li
    LE, Schölkopf B. A general purpose neural architecture for geospatial systems.
    36th Conference on Neural Information Processing Systems. NeurIPS: Neural Information
    Processing Systems.'
  mla: Rahaman, Nasim, et al. “A General Purpose Neural Architecture for Geospatial
    Systems.” <i>36th Conference on Neural Information Processing Systems</i>.
  short: N. Rahaman, M. Weiss, F. Träuble, F. Locatello, A. Lacoste, Y. Bengio, C.
    Pal, L.E. Li, B. Schölkopf, in:, 36th Conference on Neural Information Processing
    Systems, n.d.
conference:
  end_date: 2022-12-09
  location: New Orleans, LA, United States
  name: 'NeurIPS: Neural Information Processing Systems'
  start_date: 2022-11-28
date_created: 2023-08-22T14:21:47Z
date_published: 2022-11-04T00:00:00Z
date_updated: 2023-09-13T09:35:59Z
day: '04'
department:
- _id: FrLo
extern: '1'
external_id:
  arxiv:
  - '2211.02348'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2211.02348
month: '11'
oa: 1
oa_version: Preprint
publication: 36th Conference on Neural Information Processing Systems
publication_status: submitted
quality_controlled: '1'
status: public
title: A general purpose neural architecture for geospatial systems
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '14216'
abstract:
- lang: eng
  text: CLIP proved that aligning visual and language spaces is key to solving many
    vision tasks without explicit training, but required to train image and text encoders
    from scratch on a huge dataset. LiT improved this by only training the text encoder
    and using a pre-trained vision network. In this paper, we show that a common space
    can be created without any training at all, using single-domain encoders (trained
    with or without supervision) and a much smaller amount of image-text pairs. Furthermore,
    our model has unique properties. Most notably, deploying a new version with updated
    training samples can be done in a matter of seconds. Additionally, the representations
    in the common space are easily interpretable as every dimension corresponds to
    the similarity of the input to a unique entry in the multimodal dataset. Experiments
    on standard zero-shot visual benchmarks demonstrate the typical transfer ability
    of image-text models. Overall, our method represents a simple yet surprisingly
    strong baseline for foundation multi-modal models, raising important questions
    on their data efficiency and on the role of retrieval in machine learning.
article_number: '2210.01738'
article_processing_charge: No
arxiv: 1
author:
- first_name: Antonio
  full_name: Norelli, Antonio
  last_name: Norelli
- first_name: Marco
  full_name: Fumero, Marco
  last_name: Fumero
- first_name: Valentino
  full_name: Maiorca, Valentino
  last_name: Maiorca
- first_name: Luca
  full_name: Moschella, Luca
  last_name: Moschella
- first_name: Emanuele
  full_name: Rodolà, Emanuele
  last_name: Rodolà
- first_name: Francesco
  full_name: Locatello, Francesco
  id: 26cfd52f-2483-11ee-8040-88983bcc06d4
  last_name: Locatello
  orcid: 0000-0002-4850-0683
citation:
  ama: 'Norelli A, Fumero M, Maiorca V, Moschella L, Rodolà E, Locatello F. ASIF:
    Coupled data turns unimodal models to multimodal without training. <i>arXiv</i>.
    doi:<a href="https://doi.org/10.48550/arXiv.2210.01738">10.48550/arXiv.2210.01738</a>'
  apa: 'Norelli, A., Fumero, M., Maiorca, V., Moschella, L., Rodolà, E., &#38; Locatello,
    F. (n.d.). ASIF: Coupled data turns unimodal models to multimodal without training.
    <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2210.01738">https://doi.org/10.48550/arXiv.2210.01738</a>'
  chicago: 'Norelli, Antonio, Marco Fumero, Valentino Maiorca, Luca Moschella, Emanuele
    Rodolà, and Francesco Locatello. “ASIF: Coupled Data Turns Unimodal Models to
    Multimodal without Training.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/arXiv.2210.01738">https://doi.org/10.48550/arXiv.2210.01738</a>.'
  ieee: 'A. Norelli, M. Fumero, V. Maiorca, L. Moschella, E. Rodolà, and F. Locatello,
    “ASIF: Coupled data turns unimodal models to multimodal without training,” <i>arXiv</i>.
    .'
  ista: 'Norelli A, Fumero M, Maiorca V, Moschella L, Rodolà E, Locatello F. ASIF:
    Coupled data turns unimodal models to multimodal without training. arXiv, 2210.01738.'
  mla: 'Norelli, Antonio, et al. “ASIF: Coupled Data Turns Unimodal Models to Multimodal
    without Training.” <i>ArXiv</i>, 2210.01738, doi:<a href="https://doi.org/10.48550/arXiv.2210.01738">10.48550/arXiv.2210.01738</a>.'
  short: A. Norelli, M. Fumero, V. Maiorca, L. Moschella, E. Rodolà, F. Locatello,
    ArXiv (n.d.).
date_created: 2023-08-22T14:22:04Z
date_published: 2022-10-04T00:00:00Z
date_updated: 2024-02-12T09:57:14Z
day: '04'
department:
- _id: FrLo
doi: 10.48550/arXiv.2210.01738
external_id:
  arxiv:
  - '2210.01738'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2210.01738
month: '10'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: submitted
status: public
title: 'ASIF: Coupled data turns unimodal models to multimodal without training'
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '14220'
abstract:
- lang: eng
  text: Although reinforcement learning has seen remarkable progress over the last
    years, solving robust dexterous object-manipulation tasks in multi-object settings
    remains a challenge. In this paper, we focus on models that can learn manipulation
    tasks in fixed multi-object settings and extrapolate this skill zero-shot without
    any drop in performance when the number of objects changes. We consider the generic
    task of bringing a specific cube out of a set to a goal position. We find that
    previous approaches, which primarily leverage attention and graph neural network-based
    architectures, do not generalize their skills when the number of input objects
    changes while scaling as K2. We propose an alternative plug-and-play module based
    on relational inductive biases to overcome these limitations. Besides exceeding
    performances in their training environment, we show that our approach, which scales
    linearly in K, allows agents to extrapolate and generalize zero-shot to any new
    object number.
article_number: '2201.13388'
article_processing_charge: No
arxiv: 1
author:
- first_name: Davide
  full_name: Mambelli, Davide
  last_name: Mambelli
- first_name: Frederik
  full_name: Träuble, Frederik
  last_name: Träuble
- first_name: Stefan
  full_name: Bauer, Stefan
  last_name: Bauer
- first_name: Bernhard
  full_name: Schölkopf, Bernhard
  last_name: Schölkopf
- first_name: Francesco
  full_name: Locatello, Francesco
  id: 26cfd52f-2483-11ee-8040-88983bcc06d4
  last_name: Locatello
  orcid: 0000-0002-4850-0683
citation:
  ama: Mambelli D, Träuble F, Bauer S, Schölkopf B, Locatello F. Compositional multi-object
    reinforcement learning with linear relation networks. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/arXiv.2201.13388">10.48550/arXiv.2201.13388</a>
  apa: Mambelli, D., Träuble, F., Bauer, S., Schölkopf, B., &#38; Locatello, F. (n.d.).
    Compositional multi-object reinforcement learning with linear relation networks.
    <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2201.13388">https://doi.org/10.48550/arXiv.2201.13388</a>
  chicago: Mambelli, Davide, Frederik Träuble, Stefan Bauer, Bernhard Schölkopf, and
    Francesco Locatello. “Compositional Multi-Object Reinforcement Learning with Linear
    Relation Networks.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/arXiv.2201.13388">https://doi.org/10.48550/arXiv.2201.13388</a>.
  ieee: D. Mambelli, F. Träuble, S. Bauer, B. Schölkopf, and F. Locatello, “Compositional
    multi-object reinforcement learning with linear relation networks,” <i>arXiv</i>.
    .
  ista: Mambelli D, Träuble F, Bauer S, Schölkopf B, Locatello F. Compositional multi-object
    reinforcement learning with linear relation networks. arXiv, 2201.13388.
  mla: Mambelli, Davide, et al. “Compositional Multi-Object Reinforcement Learning
    with Linear Relation Networks.” <i>ArXiv</i>, 2201.13388, doi:<a href="https://doi.org/10.48550/arXiv.2201.13388">10.48550/arXiv.2201.13388</a>.
  short: D. Mambelli, F. Träuble, S. Bauer, B. Schölkopf, F. Locatello, ArXiv (n.d.).
date_created: 2023-08-22T14:23:16Z
date_published: 2022-01-31T00:00:00Z
date_updated: 2023-09-11T11:49:40Z
day: '31'
department:
- _id: FrLo
doi: 10.48550/arXiv.2201.13388
extern: '1'
external_id:
  arxiv:
  - '2201.13388'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2201.13388
month: '01'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: submitted
status: public
title: Compositional multi-object reinforcement learning with linear relation networks
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '14236'
abstract:
- lang: eng
  text: We show an $(1+\epsilon)$-approximation algorithm for maintaining maximum
    $s$-$t$ flow under $m$ edge insertions in $m^{1/2+o(1)} \epsilon^{-1/2}$ amortized
    update time for directed, unweighted graphs. This constitutes the first sublinear
    dynamic maximum flow algorithm in general sparse graphs with arbitrarily good
    approximation guarantee.
article_number: '2211.09606'
article_processing_charge: No
arxiv: 1
author:
- first_name: Gramoz
  full_name: Goranci, Gramoz
  last_name: Goranci
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
citation:
  ama: Goranci G, Henzinger MH. Incremental approximate maximum flow in m1/2+o(1)
    update time. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/arXiv.2211.09606">10.48550/arXiv.2211.09606</a>
  apa: Goranci, G., &#38; Henzinger, M. H. (n.d.). Incremental approximate maximum
    flow in m1/2+o(1) update time. <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2211.09606">https://doi.org/10.48550/arXiv.2211.09606</a>
  chicago: Goranci, Gramoz, and Monika H Henzinger. “Incremental Approximate Maximum
    Flow in M1/2+o(1) Update Time.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/arXiv.2211.09606">https://doi.org/10.48550/arXiv.2211.09606</a>.
  ieee: G. Goranci and M. H. Henzinger, “Incremental approximate maximum flow in m1/2+o(1)
    update time,” <i>arXiv</i>. .
  ista: Goranci G, Henzinger MH. Incremental approximate maximum flow in m1/2+o(1)
    update time. arXiv, 2211.09606.
  mla: Goranci, Gramoz, and Monika H. Henzinger. “Incremental Approximate Maximum
    Flow in M1/2+o(1) Update Time.” <i>ArXiv</i>, 2211.09606, doi:<a href="https://doi.org/10.48550/arXiv.2211.09606">10.48550/arXiv.2211.09606</a>.
  short: G. Goranci, M.H. Henzinger, ArXiv (n.d.).
date_created: 2023-08-25T15:04:29Z
date_published: 2022-11-17T00:00:00Z
date_updated: 2023-09-04T08:31:19Z
day: '17'
doi: 10.48550/arXiv.2211.09606
extern: '1'
external_id:
  arxiv:
  - '2211.09606'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2211.09606
month: '11'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: submitted
status: public
title: Incremental approximate maximum flow in m1/2+o(1) update time
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '14248'
abstract:
- lang: eng
  text: "Recent work by Forsgård indicates that not every convex lattice polygon arises
    as the characteristic polygon of an affine dimer or, equivalently, an admissible
    oriented line arrangement on the torus in general position. We begin the classication
    of convex lattice polygons arising as characteristic polygons of affine dimers.
    We present several general constructions of new affine dimers from old, and an
    algorithm for finding affine dimers with prescribed polygon.\r\n\r\nWith these
    tools we prove that all lattice triangles, generalised parallelograms, and polygons
    of genus at most two admit an affine dimer."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Daniel
  full_name: Holmes, Daniel
  id: 3a443b4c-080d-11ed-979a-feb062bdcee0
  last_name: Holmes
citation:
  ama: Holmes D. Affine dimers from characteristic polygons. <i>PUMP Journal of Undergraduate
    Research</i>. 2022;5:24-51.
  apa: Holmes, D. (2022). Affine dimers from characteristic polygons. <i>PUMP Journal
    of Undergraduate Research</i>. California State University.
  chicago: Holmes, Daniel. “Affine Dimers from Characteristic Polygons.” <i>PUMP Journal
    of Undergraduate Research</i>. California State University, 2022.
  ieee: D. Holmes, “Affine dimers from characteristic polygons,” <i>PUMP Journal of
    Undergraduate Research</i>, vol. 5. California State University, pp. 24–51, 2022.
  ista: Holmes D. 2022. Affine dimers from characteristic polygons. PUMP Journal of
    Undergraduate Research. 5, 24–51.
  mla: Holmes, Daniel. “Affine Dimers from Characteristic Polygons.” <i>PUMP Journal
    of Undergraduate Research</i>, vol. 5, California State University, 2022, pp.
    24–51.
  short: D. Holmes, PUMP Journal of Undergraduate Research 5 (2022) 24–51.
date_created: 2023-08-29T13:08:09Z
date_published: 2022-02-13T00:00:00Z
date_updated: 2023-09-05T09:28:32Z
day: '13'
extern: '1'
external_id:
  arxiv:
  - '2110.01703'
intvolume: '         5'
keyword:
- dimer model
- hyperplane arrangement
- torus
- lattice polygon
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://journals.calstate.edu/pump/article/view/2711
month: '02'
oa: 1
oa_version: Published Version
page: 24-51
publication: PUMP Journal of Undergraduate Research
publication_identifier:
  issn:
  - 2576-3725
publication_status: published
publisher: California State University
quality_controlled: '1'
status: public
title: Affine dimers from characteristic polygons
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 5
year: '2022'
...
---
_id: '9199'
abstract:
- lang: eng
  text: "We associate a certain tensor product lattice to any primitive integer lattice
    and ask about its typical shape. These lattices are related to the tangent bundle
    of Grassmannians and their study is motivated by Peyre's programme on \"freeness\"
    for rational points of bounded height on Fano\r\nvarieties."
acknowledgement: The authors are very grateful to Will Sawin for useful remarks about
  this topic. While working on this paper the first two authors were supported by
  EPSRC grant EP/P026710/1, and the first and last authors by FWF grant P 32428-N35.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Timothy D
  full_name: Browning, Timothy D
  id: 35827D50-F248-11E8-B48F-1D18A9856A87
  last_name: Browning
  orcid: 0000-0002-8314-0177
- first_name: Tal
  full_name: Horesh, Tal
  id: C8B7BF48-8D81-11E9-BCA9-F536E6697425
  last_name: Horesh
- first_name: Florian Alexander
  full_name: Wilsch, Florian Alexander
  id: 560601DA-8D36-11E9-A136-7AC1E5697425
  last_name: Wilsch
  orcid: 0000-0001-7302-8256
citation:
  ama: Browning TD, Horesh T, Wilsch FA. Equidistribution and freeness on Grassmannians.
    <i>Algebra &#38; Number Theory</i>. 2022;16(10):2385-2407. doi:<a href="https://doi.org/10.2140/ant.2022.16.2385">10.2140/ant.2022.16.2385</a>
  apa: Browning, T. D., Horesh, T., &#38; Wilsch, F. A. (2022). Equidistribution and
    freeness on Grassmannians. <i>Algebra &#38; Number Theory</i>. Mathematical Sciences
    Publishers. <a href="https://doi.org/10.2140/ant.2022.16.2385">https://doi.org/10.2140/ant.2022.16.2385</a>
  chicago: Browning, Timothy D, Tal Horesh, and Florian Alexander Wilsch. “Equidistribution
    and Freeness on Grassmannians.” <i>Algebra &#38; Number Theory</i>. Mathematical
    Sciences Publishers, 2022. <a href="https://doi.org/10.2140/ant.2022.16.2385">https://doi.org/10.2140/ant.2022.16.2385</a>.
  ieee: T. D. Browning, T. Horesh, and F. A. Wilsch, “Equidistribution and freeness
    on Grassmannians,” <i>Algebra &#38; Number Theory</i>, vol. 16, no. 10. Mathematical
    Sciences Publishers, pp. 2385–2407, 2022.
  ista: Browning TD, Horesh T, Wilsch FA. 2022. Equidistribution and freeness on Grassmannians.
    Algebra &#38; Number Theory. 16(10), 2385–2407.
  mla: Browning, Timothy D., et al. “Equidistribution and Freeness on Grassmannians.”
    <i>Algebra &#38; Number Theory</i>, vol. 16, no. 10, Mathematical Sciences Publishers,
    2022, pp. 2385–407, doi:<a href="https://doi.org/10.2140/ant.2022.16.2385">10.2140/ant.2022.16.2385</a>.
  short: T.D. Browning, T. Horesh, F.A. Wilsch, Algebra &#38; Number Theory 16 (2022)
    2385–2407.
date_created: 2021-02-25T09:56:57Z
date_published: 2022-12-01T00:00:00Z
date_updated: 2023-08-02T06:46:38Z
day: '01'
department:
- _id: TiBr
doi: 10.2140/ant.2022.16.2385
external_id:
  arxiv:
  - '2102.11552'
  isi:
  - '000961514100004'
intvolume: '        16'
isi: 1
issue: '10'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2102.11552
month: '12'
oa: 1
oa_version: Preprint
page: 2385-2407
project:
- _id: 26A8D266-B435-11E9-9278-68D0E5697425
  grant_number: EP-P026710-2
  name: Between rational and integral points
- _id: 26AEDAB2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P32428
  name: New frontiers of the Manin conjecture
publication: Algebra & Number Theory
publication_identifier:
  eissn:
  - 1944-7833
  issn:
  - 1937-0652
publication_status: published
publisher: Mathematical Sciences Publishers
quality_controlled: '1'
scopus_import: '1'
status: public
title: Equidistribution and freeness on Grassmannians
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 16
year: '2022'
...
---
_id: '9311'
abstract:
- lang: eng
  text: 'Partially observable Markov decision processes (POMDPs) are standard models
    for dynamic systems with probabilistic and nondeterministic behaviour in uncertain
    environments. We prove that in POMDPs with long-run average objective, the decision
    maker has approximately optimal strategies with finite memory. This implies notably
    that approximating the long-run value is recursively enumerable, as well as a
    weak continuity property of the value with respect to the transition function. '
acknowledgement: "Partially supported by Austrian Science Fund (FWF) NFN Grant No
  RiSE/SHiNE S11407, by CONICYT Chile through grant PII 20150140, and by ECOS-CONICYT
  through grant C15E03.\r\n"
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Raimundo J
  full_name: Saona Urmeneta, Raimundo J
  id: BD1DF4C4-D767-11E9-B658-BC13E6697425
  last_name: Saona Urmeneta
  orcid: 0000-0001-5103-038X
- first_name: Bruno
  full_name: Ziliotto, Bruno
  last_name: Ziliotto
citation:
  ama: Chatterjee K, Saona Urmeneta RJ, Ziliotto B. Finite-memory strategies in POMDPs
    with long-run average objectives. <i>Mathematics of Operations Research</i>. 2022;47(1):100-119.
    doi:<a href="https://doi.org/10.1287/moor.2020.1116">10.1287/moor.2020.1116</a>
  apa: Chatterjee, K., Saona Urmeneta, R. J., &#38; Ziliotto, B. (2022). Finite-memory
    strategies in POMDPs with long-run average objectives. <i>Mathematics of Operations
    Research</i>. Institute for Operations Research and the Management Sciences. <a
    href="https://doi.org/10.1287/moor.2020.1116">https://doi.org/10.1287/moor.2020.1116</a>
  chicago: Chatterjee, Krishnendu, Raimundo J Saona Urmeneta, and Bruno Ziliotto.
    “Finite-Memory Strategies in POMDPs with Long-Run Average Objectives.” <i>Mathematics
    of Operations Research</i>. Institute for Operations Research and the Management
    Sciences, 2022. <a href="https://doi.org/10.1287/moor.2020.1116">https://doi.org/10.1287/moor.2020.1116</a>.
  ieee: K. Chatterjee, R. J. Saona Urmeneta, and B. Ziliotto, “Finite-memory strategies
    in POMDPs with long-run average objectives,” <i>Mathematics of Operations Research</i>,
    vol. 47, no. 1. Institute for Operations Research and the Management Sciences,
    pp. 100–119, 2022.
  ista: Chatterjee K, Saona Urmeneta RJ, Ziliotto B. 2022. Finite-memory strategies
    in POMDPs with long-run average objectives. Mathematics of Operations Research.
    47(1), 100–119.
  mla: Chatterjee, Krishnendu, et al. “Finite-Memory Strategies in POMDPs with Long-Run
    Average Objectives.” <i>Mathematics of Operations Research</i>, vol. 47, no. 1,
    Institute for Operations Research and the Management Sciences, 2022, pp. 100–19,
    doi:<a href="https://doi.org/10.1287/moor.2020.1116">10.1287/moor.2020.1116</a>.
  short: K. Chatterjee, R.J. Saona Urmeneta, B. Ziliotto, Mathematics of Operations
    Research 47 (2022) 100–119.
date_created: 2021-04-08T09:33:31Z
date_published: 2022-02-01T00:00:00Z
date_updated: 2023-09-05T13:16:11Z
day: '01'
department:
- _id: GradSch
- _id: KrCh
doi: 10.1287/moor.2020.1116
external_id:
  arxiv:
  - '1904.13360'
  isi:
  - '000731918100001'
intvolume: '        47'
isi: 1
issue: '1'
keyword:
- Management Science and Operations Research
- General Mathematics
- Computer Science Applications
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1904.13360
month: '02'
oa: 1
oa_version: Preprint
page: 100-119
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
publication: Mathematics of Operations Research
publication_identifier:
  eissn:
  - 1526-5471
  issn:
  - 0364-765X
publication_status: published
publisher: Institute for Operations Research and the Management Sciences
quality_controlled: '1'
scopus_import: '1'
status: public
title: Finite-memory strategies in POMDPs with long-run average objectives
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 47
year: '2022'
...
---
_id: '9364'
abstract:
- lang: eng
  text: 'Let t : Fp → C be a complex valued function on Fp. A classical problem in
    analytic number theory is bounding the maximum M(t) := max 0≤H<p ∣ 1/√p ∑ 0≤n<H
    t (n) ∣ of the absolute value of the incomplete sums(1/√p)∑0≤n<H t (n). In this
    very general context one of the most important results is the Pólya–Vinogradov
    bound M(t)≤IIˆtII∞ log 3p, where ˆt : Fp → C is the normalized Fourier transform
    of t. In this paper we provide a lower bound for certain incomplete Kloosterman
    sums, namely we prove that for any ε > 0 there exists a large subset of a ∈ F×p
    such that for kl a,1,p : x → e((ax+x) / p) we have M(kla,1,p) ≥ (1−ε/√2π + o(1))
    log log p, as p→∞. Finally, we prove a result on the growth of the moments of
    {M (kla,1,p)}a∈F×p. 2020 Mathematics Subject Classification: 11L03, 11T23 (Primary);
    14F20, 60F10 (Secondary).'
acknowledgement: I am most thankful to my advisor, Emmanuel Kowalski, for suggesting
  this problem and for his guidance during these years. I also would like to thank
  Youness Lamzouri for informing me about his work on sum of incomplete Birch sums
  and Tal Horesh for her suggestions on a previous version of the paper. Finally,
  I am very grateful to the anonymous referee for their careful reading of the manuscript
  and their valuable comments.
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Dante
  full_name: Bonolis, Dante
  id: 6A459894-5FDD-11E9-AF35-BB24E6697425
  last_name: Bonolis
citation:
  ama: Bonolis D. On the size of the maximum of incomplete Kloosterman sums. <i>Mathematical
    Proceedings of the Cambridge Philosophical Society</i>. 2022;172(3):563-590. doi:<a
    href="https://doi.org/10.1017/S030500412100030X">10.1017/S030500412100030X</a>
  apa: Bonolis, D. (2022). On the size of the maximum of incomplete Kloosterman sums.
    <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>. Cambridge
    University Press. <a href="https://doi.org/10.1017/S030500412100030X">https://doi.org/10.1017/S030500412100030X</a>
  chicago: Bonolis, Dante. “On the Size of the Maximum of Incomplete Kloosterman Sums.”
    <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>. Cambridge
    University Press, 2022. <a href="https://doi.org/10.1017/S030500412100030X">https://doi.org/10.1017/S030500412100030X</a>.
  ieee: D. Bonolis, “On the size of the maximum of incomplete Kloosterman sums,” <i>Mathematical
    Proceedings of the Cambridge Philosophical Society</i>, vol. 172, no. 3. Cambridge
    University Press, pp. 563–590, 2022.
  ista: Bonolis D. 2022. On the size of the maximum of incomplete Kloosterman sums.
    Mathematical Proceedings of the Cambridge Philosophical Society. 172(3), 563–590.
  mla: Bonolis, Dante. “On the Size of the Maximum of Incomplete Kloosterman Sums.”
    <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>, vol. 172,
    no. 3, Cambridge University Press, 2022, pp. 563–90, doi:<a href="https://doi.org/10.1017/S030500412100030X">10.1017/S030500412100030X</a>.
  short: D. Bonolis, Mathematical Proceedings of the Cambridge Philosophical Society
    172 (2022) 563–590.
date_created: 2021-05-02T22:01:29Z
date_published: 2022-05-01T00:00:00Z
date_updated: 2023-08-02T06:47:48Z
day: '01'
ddc:
- '510'
department:
- _id: TiBr
doi: 10.1017/S030500412100030X
external_id:
  arxiv:
  - '1811.10563'
  isi:
  - '000784421500001'
file:
- access_level: open_access
  checksum: 614d2e9b83a78100408e4ee7752a80a8
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-12-01T14:01:54Z
  date_updated: 2021-12-01T14:01:54Z
  file_id: '10395'
  file_name: 2021_MathProcCamPhilSoc_Bonolis.pdf
  file_size: 334064
  relation: main_file
  success: 1
file_date_updated: 2021-12-01T14:01:54Z
has_accepted_license: '1'
intvolume: '       172'
isi: 1
issue: '3'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: 563 - 590
publication: Mathematical Proceedings of the Cambridge Philosophical Society
publication_identifier:
  eissn:
  - 1469-8064
  issn:
  - 0305-0041
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: On the size of the maximum of incomplete Kloosterman sums
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: 172
year: '2022'
...
---
_id: '9649'
abstract:
- lang: eng
  text: "Isomanifolds are the generalization of isosurfaces to arbitrary dimension
    and codimension, i.e. manifolds defined as the zero set of some multivariate vector-valued
    smooth function f : Rd → Rd−n. A natural (and efficient) way to approximate an
    isomanifold is to consider its Piecewise-Linear (PL) approximation based on a
    triangulation T of the ambient space Rd. In this paper, we give conditions under
    which the PL-approximation of an isomanifold is topologically equivalent to the
    isomanifold. The conditions are easy to satisfy in the sense that they can always
    be met by taking a sufficiently\r\nfine triangulation T . This contrasts with
    previous results on the triangulation of manifolds where, in arbitrary dimensions,
    delicate perturbations are needed to guarantee topological correctness, which
    leads to strong limitations in practice. We further give a bound on the Fréchet
    distance between the original isomanifold and its PL-approximation. Finally we
    show analogous results for the PL-approximation of an isomanifold with boundary."
acknowledgement: "First and foremost, we acknowledge Siargey Kachanovich for discussions.
  We thank Herbert Edelsbrunner and all members of his group, all former and current
  members of the Datashape team (formerly known as Geometrica), and André Lieutier
  for encouragement. We further thank the reviewers of Foundations of Computational
  Mathematics and the reviewers and program committee of the Symposium on Computational
  Geometry for their feedback, which improved the exposition.\r\nThis work was funded
  by the European Research Council under the European Union’s ERC Grant Agreement
  number 339025 GUDHI (Algorithmic Foundations of Geometric Understanding in Higher
  Dimensions). This work was also supported by the French government, through the
  3IA Côte d’Azur Investments in the Future project managed by the National Research
  Agency (ANR) with the reference number ANR-19-P3IA-0002. Mathijs Wintraecken also
  received funding from the European Union’s Horizon 2020 research and innovation
  programme under the Marie Skłodowska-Curie grant agreement no. 754411."
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Boissonnat J-D, Wintraecken M. The topological correctness of PL approximations
    of isomanifolds. <i>Foundations of Computational Mathematics </i>. 2022;22:967-1012.
    doi:<a href="https://doi.org/10.1007/s10208-021-09520-0">10.1007/s10208-021-09520-0</a>
  apa: Boissonnat, J.-D., &#38; Wintraecken, M. (2022). The topological correctness
    of PL approximations of isomanifolds. <i>Foundations of Computational Mathematics
    </i>. Springer Nature. <a href="https://doi.org/10.1007/s10208-021-09520-0">https://doi.org/10.1007/s10208-021-09520-0</a>
  chicago: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL Approximations of Isomanifolds.” <i>Foundations of Computational Mathematics
    </i>. Springer Nature, 2022. <a href="https://doi.org/10.1007/s10208-021-09520-0">https://doi.org/10.1007/s10208-021-09520-0</a>.
  ieee: J.-D. Boissonnat and M. Wintraecken, “The topological correctness of PL approximations
    of isomanifolds,” <i>Foundations of Computational Mathematics </i>, vol. 22. Springer
    Nature, pp. 967–1012, 2022.
  ista: Boissonnat J-D, Wintraecken M. 2022. The topological correctness of PL approximations
    of isomanifolds. Foundations of Computational Mathematics . 22, 967–1012.
  mla: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL Approximations of Isomanifolds.” <i>Foundations of Computational Mathematics
    </i>, vol. 22, Springer Nature, 2022, pp. 967–1012, doi:<a href="https://doi.org/10.1007/s10208-021-09520-0">10.1007/s10208-021-09520-0</a>.
  short: J.-D. Boissonnat, M. Wintraecken, Foundations of Computational Mathematics  22
    (2022) 967–1012.
date_created: 2021-07-14T06:44:53Z
date_published: 2022-01-01T00:00:00Z
date_updated: 2023-08-02T06:49:17Z
day: '01'
ddc:
- '516'
department:
- _id: HeEd
doi: 10.1007/s10208-021-09520-0
ec_funded: 1
external_id:
  isi:
  - '000673039600001'
file:
- access_level: open_access
  checksum: f1d372ec3c08ec22e84f8e93e1126b8c
  content_type: application/pdf
  creator: mwintrae
  date_created: 2021-07-14T06:44:36Z
  date_updated: 2021-07-14T06:44:36Z
  file_id: '9650'
  file_name: Boissonnat-Wintraecken2021_Article_TheTopologicalCorrectnessOfPLA.pdf
  file_size: 1455699
  relation: main_file
file_date_updated: 2021-07-14T06:44:36Z
has_accepted_license: '1'
intvolume: '        22'
isi: 1
language:
- iso: eng
month: '0'
oa: 1
oa_version: Published Version
page: 967-1012
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 'Foundations of Computational Mathematics '
publication_identifier:
  eissn:
  - 1615-3383
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '7952'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: The topological correctness of PL approximations of isomanifolds
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: 22
year: '2022'
...
---
_id: '10016'
abstract:
- lang: eng
  text: 'Auxin has always been at the forefront of research in plant physiology and
    development. Since the earliest contemplations by Julius von Sachs and Charles
    Darwin, more than a century-long struggle has been waged to understand its function.
    This largely reflects the failures, successes, and inevitable progress in the
    entire field of plant signaling and development. Here I present 14 stations on
    our long and sometimes mystical journey to understand auxin. These highlights
    were selected to give a flavor of the field and to show the scope and limits of
    our current knowledge. A special focus is put on features that make auxin unique
    among phytohormones, such as its dynamic, directional transport network, which
    integrates external and internal signals, including self-organizing feedback.
    Accented are persistent mysteries and controversies. The unexpected discoveries
    related to rapid auxin responses and growth regulation recently disturbed our
    contentment regarding understanding of the auxin signaling mechanism. These new
    revelations, along with advances in technology, usher us into a new, exciting
    era in auxin research. '
acknowledgement: "The author thanks the whole community of researchers consciously
  or unconsciously working on questions related to auxin, whose hard work and enthusiasm
  contributed to development of this exciting story. Particular thanks go to many\r\nbrilliant
  present and past members of the Friml group and our numerous excellent collaborators,
  without whom my own personal journey would not be possible. The way of the cross
  with its 14 stations is a popular devotion among Roman Catholics and inspires them
  to make a spiritual pilgrimage through contemplation of Christ on his last day.
  Its aspects of gradual progress, struggle, passion, and revelation served as an
  inspiration for the formal depiction of our journey to understanding auxin as described
  in this review. It is in no way intended to reflect the personal beliefs of the
  author and readers. I am grateful to Nick Barton, Eva Benková, Lenka Caisová, Matyáš
  Fendrych, Lukáš Fiedler, Monika Frátriková, Jarmila Frimlová, Michelle Gallei, Jakub
  Hajný, Lukas Hoermayer, Alexandra Mally, Ondrˇej Novák, Jan Petrášek, Aleš Pěnčík,
  Steffen Vanneste, Tongda Xu, and Zhenbiao Yang for their valuable comments. Special
  thanks go to Michelle Gallei for her invaluable assistance with the figures."
article_number: a039859
article_processing_charge: No
article_type: review
author:
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
citation:
  ama: Friml J. Fourteen stations of auxin. <i>Cold Spring Harbor Perspectives in
    Biology</i>. 2022;14(5). doi:<a href="https://doi.org/10.1101/cshperspect.a039859
    ">10.1101/cshperspect.a039859 </a>
  apa: Friml, J. (2022). Fourteen stations of auxin. <i>Cold Spring Harbor Perspectives
    in Biology</i>. Cold Spring Harbor Laboratory. <a href="https://doi.org/10.1101/cshperspect.a039859
    ">https://doi.org/10.1101/cshperspect.a039859 </a>
  chicago: Friml, Jiří. “Fourteen Stations of Auxin.” <i>Cold Spring Harbor Perspectives
    in Biology</i>. Cold Spring Harbor Laboratory, 2022. <a href="https://doi.org/10.1101/cshperspect.a039859
    ">https://doi.org/10.1101/cshperspect.a039859 </a>.
  ieee: J. Friml, “Fourteen stations of auxin,” <i>Cold Spring Harbor Perspectives
    in Biology</i>, vol. 14, no. 5. Cold Spring Harbor Laboratory, 2022.
  ista: Friml J. 2022. Fourteen stations of auxin. Cold Spring Harbor Perspectives
    in Biology. 14(5), a039859.
  mla: Friml, Jiří. “Fourteen Stations of Auxin.” <i>Cold Spring Harbor Perspectives
    in Biology</i>, vol. 14, no. 5, a039859, Cold Spring Harbor Laboratory, 2022,
    doi:<a href="https://doi.org/10.1101/cshperspect.a039859 ">10.1101/cshperspect.a039859
    </a>.
  short: J. Friml, Cold Spring Harbor Perspectives in Biology 14 (2022).
date_created: 2021-09-14T11:36:53Z
date_published: 2022-05-27T00:00:00Z
date_updated: 2023-08-02T06:54:42Z
day: '27'
department:
- _id: JiFr
doi: '10.1101/cshperspect.a039859 '
external_id:
  isi:
  - '000806563000003'
  pmid:
  - '34400554'
intvolume: '        14'
isi: 1
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: 'https://doi.org/10.1101/cshperspect.a039859 '
month: '05'
oa: 1
oa_version: Published Version
pmid: 1
publication: Cold Spring Harbor Perspectives in Biology
publication_identifier:
  issn:
  - 1943-0264
publication_status: published
publisher: Cold Spring Harbor Laboratory
quality_controlled: '1'
scopus_import: '1'
status: public
title: Fourteen stations of auxin
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 14
year: '2022'
...
---
_id: '10018'
abstract:
- lang: eng
  text: In order to study integral points of bounded log-anticanonical height on weak
    del Pezzo surfaces, we classify weak del Pezzo pairs. As a representative example,
    we consider a quartic del Pezzo surface of singularity type A1 + A3 and prove
    an analogue of Manin's conjecture for integral points with respect to its singularities
    and its lines.
acknowledgement: The first author was partly supported by grant DE 1646/4-2 of the
  Deutsche Forschungsgemeinschaft. The second author was partly supported by FWF grant
  P 32428-N35 and conducted part of this work as a guest at the Institut de Mathématiques
  de Jussieu–Paris Rive Gauche invited by Antoine Chambert-Loir and funded by DAAD.
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Ulrich
  full_name: Derenthal, Ulrich
  last_name: Derenthal
- first_name: Florian Alexander
  full_name: Wilsch, Florian Alexander
  id: 560601DA-8D36-11E9-A136-7AC1E5697425
  last_name: Wilsch
  orcid: 0000-0001-7302-8256
citation:
  ama: Derenthal U, Wilsch FA. Integral points on singular del Pezzo surfaces. <i>Journal
    of the Institute of Mathematics of Jussieu</i>. 2022. doi:<a href="https://doi.org/10.1017/S1474748022000482">10.1017/S1474748022000482</a>
  apa: Derenthal, U., &#38; Wilsch, F. A. (2022). Integral points on singular del
    Pezzo surfaces. <i>Journal of the Institute of Mathematics of Jussieu</i>. Cambridge
    University Press. <a href="https://doi.org/10.1017/S1474748022000482">https://doi.org/10.1017/S1474748022000482</a>
  chicago: Derenthal, Ulrich, and Florian Alexander Wilsch. “Integral Points on Singular
    Del Pezzo Surfaces.” <i>Journal of the Institute of Mathematics of Jussieu</i>.
    Cambridge University Press, 2022. <a href="https://doi.org/10.1017/S1474748022000482">https://doi.org/10.1017/S1474748022000482</a>.
  ieee: U. Derenthal and F. A. Wilsch, “Integral points on singular del Pezzo surfaces,”
    <i>Journal of the Institute of Mathematics of Jussieu</i>. Cambridge University
    Press, 2022.
  ista: Derenthal U, Wilsch FA. 2022. Integral points on singular del Pezzo surfaces.
    Journal of the Institute of Mathematics of Jussieu.
  mla: Derenthal, Ulrich, and Florian Alexander Wilsch. “Integral Points on Singular
    Del Pezzo Surfaces.” <i>Journal of the Institute of Mathematics of Jussieu</i>,
    Cambridge University Press, 2022, doi:<a href="https://doi.org/10.1017/S1474748022000482">10.1017/S1474748022000482</a>.
  short: U. Derenthal, F.A. Wilsch, Journal of the Institute of Mathematics of Jussieu
    (2022).
date_created: 2021-09-15T10:06:48Z
date_published: 2022-11-10T00:00:00Z
date_updated: 2023-08-02T06:55:10Z
day: '10'
department:
- _id: TiBr
doi: 10.1017/S1474748022000482
external_id:
  arxiv:
  - '2109.06778'
  isi:
  - '000881319200001'
isi: 1
keyword:
- Integral points
- del Pezzo surface
- universal torsor
- Manin’s conjecture
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1017/S1474748022000482
month: '11'
oa: 1
oa_version: Published Version
project:
- _id: 26AEDAB2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P32428
  name: New frontiers of the Manin conjecture
publication: Journal of the Institute of Mathematics of Jussieu
publication_identifier:
  eissn:
  - '1475-3030 '
  issn:
  - 1474-7480
publication_status: epub_ahead
publisher: Cambridge University Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Integral points on singular del Pezzo surfaces
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2022'
...
---
_id: '10042'
abstract:
- lang: eng
  text: SnSe has emerged as one of the most promising materials for thermoelectric
    energy conversion due to its extraordinary performance in its single-crystal form
    and its low-cost constituent elements. However, to achieve an economic impact,
    the polycrystalline counterpart needs to replicate the performance of the single
    crystal. Herein, we optimize the thermoelectric performance of polycrystalline
    SnSe produced by consolidating solution-processed and surface-engineered SnSe
    particles. In particular, the SnSe particles are coated with CdSe molecular complexes
    that crystallize during the sintering process, forming CdSe nanoparticles. The
    presence of CdSe nanoparticles inhibits SnSe grain growth during the consolidation
    step due to Zener pinning, yielding a material with a high density of grain boundaries.
    Moreover, the resulting SnSe–CdSe nanocomposites present a large number of defects
    at different length scales, which significantly reduce the thermal conductivity.
    The produced SnSe–CdSe nanocomposites exhibit thermoelectric figures of merit
    up to 2.2 at 786 K, which is among the highest reported for solution-processed
    SnSe.
acknowledgement: 'This work was financially supported by IST Austria and the Werner
  Siemens Foundation. Y.L. acknowledges funding from the European Union’s Horizon
  2020 research and innovation program under the Marie Sklodowska-Curie grant agreement
  No. 754411. S.L. and M.C. received funding from the European Union’s Horizon 2020
  research and innovation program under the Marie Skłodowska-Curie Grant Agreement
  No. 665385. J.D. acknowledges funding from the European Union’s Horizon 2020 research
  and innovation program under the Marie Sklodowska-Curie grant agreement no. 665919
  (P-SPHERE) cofunded by Severo Ochoa Programme. C.C. acknowledges funding from the
  FWF “Lise Meitner Fellowship” grant agreement M 2889-N. Y.Y. and O.C.-M. acknowledge
  the financial support from DFG within the project SFB 917: Nanoswitches. M.C.S.
  received funding from the European Union’s Horizon 2020 research and innovation
  programme under the Marie Skłodowska-Curie grant agreement No. 754510 (PROBIST)
  and the Severo Ochoa programme. J.D. received funding from the European Union’s
  Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie
  grant agreement No. 665919 (P-SPHERE) cofunded by Severo Ochoa Programme. The ICN2
  is funded by the CERCA Program/Generalitat de Catalunya and by the Severo Ochoa
  program of the Spanish Ministry of Economy, Industry, and Competitiveness (MINECO,
  grant no. SEV-2017-0706). ICN2 acknowledges funding from Generalitat de Catalunya
  2017 SGR 327 and the Spanish MINECO project NANOGEN (PID2020-116093RB-C43). This
  project received funding from the European Union’s Horizon 2020 research and innovation
  program under grant agreement No. 823717-ESTEEM3. The FIB sample preparation was
  conducted in the LMA-INA-Universidad de Zaragoza.'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Yu
  full_name: Liu, Yu
  id: 2A70014E-F248-11E8-B48F-1D18A9856A87
  last_name: Liu
  orcid: 0000-0001-7313-6740
- first_name: Mariano
  full_name: Calcabrini, Mariano
  id: 45D7531A-F248-11E8-B48F-1D18A9856A87
  last_name: Calcabrini
- first_name: Yuan
  full_name: Yu, Yuan
  last_name: Yu
- first_name: Seungho
  full_name: Lee, Seungho
  id: BB243B88-D767-11E9-B658-BC13E6697425
  last_name: Lee
  orcid: 0000-0002-6962-8598
- first_name: Cheng
  full_name: Chang, Cheng
  id: 9E331C2E-9F27-11E9-AE48-5033E6697425
  last_name: Chang
  orcid: 0000-0002-9515-4277
- first_name: Jérémy
  full_name: David, Jérémy
  last_name: David
- first_name: Tanmoy
  full_name: Ghosh, Tanmoy
  id: a5fc9bc3-feff-11ea-93fe-e8015a3c7e9d
  last_name: Ghosh
- first_name: Maria Chiara
  full_name: Spadaro, Maria Chiara
  last_name: Spadaro
- first_name: Chenyang
  full_name: Xie, Chenyang
  last_name: Xie
- first_name: Oana
  full_name: Cojocaru-Mirédin, Oana
  last_name: Cojocaru-Mirédin
- first_name: Jordi
  full_name: Arbiol, Jordi
  last_name: Arbiol
- first_name: Maria
  full_name: Ibáñez, Maria
  id: 43C61214-F248-11E8-B48F-1D18A9856A87
  last_name: Ibáñez
  orcid: 0000-0001-5013-2843
citation:
  ama: Liu Y, Calcabrini M, Yu Y, et al. Defect engineering in solution-processed
    polycrystalline SnSe leads to high thermoelectric performance. <i>ACS Nano</i>.
    2022;16(1):78-88. doi:<a href="https://doi.org/10.1021/acsnano.1c06720">10.1021/acsnano.1c06720</a>
  apa: Liu, Y., Calcabrini, M., Yu, Y., Lee, S., Chang, C., David, J., … Ibáñez, M.
    (2022). Defect engineering in solution-processed polycrystalline SnSe leads to
    high thermoelectric performance. <i>ACS Nano</i>. American Chemical Society .
    <a href="https://doi.org/10.1021/acsnano.1c06720">https://doi.org/10.1021/acsnano.1c06720</a>
  chicago: Liu, Yu, Mariano Calcabrini, Yuan Yu, Seungho Lee, Cheng Chang, Jérémy
    David, Tanmoy Ghosh, et al. “Defect Engineering in Solution-Processed Polycrystalline
    SnSe Leads to High Thermoelectric Performance.” <i>ACS Nano</i>. American Chemical
    Society , 2022. <a href="https://doi.org/10.1021/acsnano.1c06720">https://doi.org/10.1021/acsnano.1c06720</a>.
  ieee: Y. Liu <i>et al.</i>, “Defect engineering in solution-processed polycrystalline
    SnSe leads to high thermoelectric performance,” <i>ACS Nano</i>, vol. 16, no.
    1. American Chemical Society , pp. 78–88, 2022.
  ista: Liu Y, Calcabrini M, Yu Y, Lee S, Chang C, David J, Ghosh T, Spadaro MC, Xie
    C, Cojocaru-Mirédin O, Arbiol J, Ibáñez M. 2022. Defect engineering in solution-processed
    polycrystalline SnSe leads to high thermoelectric performance. ACS Nano. 16(1),
    78–88.
  mla: Liu, Yu, et al. “Defect Engineering in Solution-Processed Polycrystalline SnSe
    Leads to High Thermoelectric Performance.” <i>ACS Nano</i>, vol. 16, no. 1, American
    Chemical Society , 2022, pp. 78–88, doi:<a href="https://doi.org/10.1021/acsnano.1c06720">10.1021/acsnano.1c06720</a>.
  short: Y. Liu, M. Calcabrini, Y. Yu, S. Lee, C. Chang, J. David, T. Ghosh, M.C.
    Spadaro, C. Xie, O. Cojocaru-Mirédin, J. Arbiol, M. Ibáñez, ACS Nano 16 (2022)
    78–88.
date_created: 2021-09-24T07:55:12Z
date_published: 2022-01-25T00:00:00Z
date_updated: 2023-08-02T14:41:05Z
day: '25'
ddc:
- '540'
department:
- _id: MaIb
doi: 10.1021/acsnano.1c06720
ec_funded: 1
external_id:
  isi:
  - '000767223400008'
  pmid:
  - '34549956'
file:
- access_level: open_access
  checksum: 74f9c1aa5f95c0b992a4328e8e0247b4
  content_type: application/pdf
  creator: cchlebak
  date_created: 2022-03-02T16:17:29Z
  date_updated: 2022-03-02T16:17:29Z
  file_id: '10808'
  file_name: 2022_ACSNano_Liu.pdf
  file_size: 9050764
  relation: main_file
  success: 1
file_date_updated: 2022-03-02T16:17:29Z
has_accepted_license: '1'
intvolume: '        16'
isi: 1
issue: '1'
keyword:
- tin selenide
- nanocomposite
- grain growth
- Zener pinning
- thermoelectricity
- annealing
- solution processing
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 78-88
pmid: 1
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 9B8F7476-BA93-11EA-9121-9846C619BF3A
  name: 'HighTE: The Werner Siemens Laboratory for the High Throughput Discovery of
    Semiconductors for Waste Heat Recovery'
- _id: 9B8804FC-BA93-11EA-9121-9846C619BF3A
  grant_number: M02889
  name: Bottom-up Engineering for Thermoelectric Applications
publication: ACS Nano
publication_identifier:
  eissn:
  - 1936-086X
  issn:
  - 1936-0851
publication_status: published
publisher: 'American Chemical Society '
quality_controlled: '1'
related_material:
  record:
  - id: '12885'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Defect engineering in solution-processed polycrystalline SnSe leads to high
  thermoelectric performance
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: 16
year: '2022'
...
---
_id: '10208'
abstract:
- lang: eng
  text: It is practical to collect a huge amount of movement data and environmental
    context information along with the health signals of individuals because there
    is the emergence of new generations of positioning and tracking technologies and
    rapid advancements of health sensors. The study of the relations between these
    datasets and their sequence similarity analysis is of interest to many applications
    such as health monitoring and recommender systems. However, entering all movement
    parameters and health signals can lead to the complexity of the problem and an
    increase in its computational load. In this situation, dimension reduction techniques
    can be used to avoid consideration of simultaneous dependent parameters in the
    process of similarity measurement of the trajectories. The present study provides
    a framework, named CaDRAW, to use spatial–temporal data and movement parameters
    along with independent context information in the process of measuring the similarity
    of trajectories. In this regard, the omission of dependent movement characteristic
    signals is conducted by using an unsupervised feature selection dimension reduction
    technique. To evaluate the effectiveness of the proposed framework, it was applied
    to a real contextualized movement and related health signal datasets of individuals.
    The results indicated the capability of the proposed framework in measuring the
    similarity and in decreasing the characteristic signals in such a way that the
    similarity results -before and after reduction of dependent characteristic signals-
    have small differences. The mean differences between the obtained results before
    and after reducing the dimension were 0.029 and 0.023 for the round path, respectively.
acknowledgement: The third author acknowledges the funding received from the Wittgenstein
  Prize, Austrian Science Fund (FWF), grant no. Z 342-N31.
article_processing_charge: No
article_type: original
author:
- first_name: Samira
  full_name: Goudarzi, Samira
  last_name: Goudarzi
- first_name: Mohammad
  full_name: Sharif, Mohammad
  last_name: Sharif
- first_name: Farid
  full_name: Karimipour, Farid
  id: 2A2BCDC4-CF62-11E9-BE5E-3B1EE6697425
  last_name: Karimipour
  orcid: 0000-0001-6746-4174
citation:
  ama: Goudarzi S, Sharif M, Karimipour F. A context-aware dimension reduction framework
    for trajectory and health signal analyses. <i>Journal of Ambient Intelligence
    and Humanized Computing</i>. 2022;13:2621–2635. doi:<a href="https://doi.org/10.1007/s12652-021-03569-z">10.1007/s12652-021-03569-z</a>
  apa: Goudarzi, S., Sharif, M., &#38; Karimipour, F. (2022). A context-aware dimension
    reduction framework for trajectory and health signal analyses. <i>Journal of Ambient
    Intelligence and Humanized Computing</i>. Springer Nature. <a href="https://doi.org/10.1007/s12652-021-03569-z">https://doi.org/10.1007/s12652-021-03569-z</a>
  chicago: Goudarzi, Samira, Mohammad Sharif, and Farid Karimipour. “A Context-Aware
    Dimension Reduction Framework for Trajectory and Health Signal Analyses.” <i>Journal
    of Ambient Intelligence and Humanized Computing</i>. Springer Nature, 2022. <a
    href="https://doi.org/10.1007/s12652-021-03569-z">https://doi.org/10.1007/s12652-021-03569-z</a>.
  ieee: S. Goudarzi, M. Sharif, and F. Karimipour, “A context-aware dimension reduction
    framework for trajectory and health signal analyses,” <i>Journal of Ambient Intelligence
    and Humanized Computing</i>, vol. 13. Springer Nature, pp. 2621–2635, 2022.
  ista: Goudarzi S, Sharif M, Karimipour F. 2022. A context-aware dimension reduction
    framework for trajectory and health signal analyses. Journal of Ambient Intelligence
    and Humanized Computing. 13, 2621–2635.
  mla: Goudarzi, Samira, et al. “A Context-Aware Dimension Reduction Framework for
    Trajectory and Health Signal Analyses.” <i>Journal of Ambient Intelligence and
    Humanized Computing</i>, vol. 13, Springer Nature, 2022, pp. 2621–2635, doi:<a
    href="https://doi.org/10.1007/s12652-021-03569-z">10.1007/s12652-021-03569-z</a>.
  short: S. Goudarzi, M. Sharif, F. Karimipour, Journal of Ambient Intelligence and
    Humanized Computing 13 (2022) 2621–2635.
date_created: 2021-11-02T09:28:55Z
date_published: 2022-05-01T00:00:00Z
date_updated: 2023-08-02T13:31:48Z
day: '01'
ddc:
- '000'
department:
- _id: HeEd
doi: 10.1007/s12652-021-03569-z
external_id:
  isi:
  - '000712198000001'
file:
- access_level: open_access
  checksum: 0a8961416a9bb2be5a1cebda65468bcf
  content_type: application/pdf
  creator: fkarimip
  date_created: 2021-11-12T19:38:05Z
  date_updated: 2022-12-20T23:30:08Z
  embargo: 2022-11-12
  file_id: '10279'
  file_name: A Context‑aware Dimension Reduction Framework - Journal of Ambient Intelligence
    2021 (Preprint version).pdf
  file_size: 1634958
  relation: main_file
file_date_updated: 2022-12-20T23:30:08Z
has_accepted_license: '1'
intvolume: '        13'
isi: 1
keyword:
- general computer science
language:
- iso: eng
month: '05'
oa: 1
oa_version: Submitted Version
page: 2621–2635
project:
- _id: 268116B8-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00342
  name: The Wittgenstein Prize
publication: Journal of Ambient Intelligence and Humanized Computing
publication_identifier:
  eissn:
  - 1868-5145
  issn:
  - 1868-5137
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: A context-aware dimension reduction framework for trajectory and health signal
  analyses
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 13
year: '2022'
...
---
_id: '10284'
abstract:
- lang: eng
  text: Infections early in life can have enduring effects on an organism's development
    and immunity. In this study, we show that this equally applies to developing ‘superorganisms’––incipient
    social insect colonies. When we exposed newly mated Lasius niger ant queens to
    a low pathogen dose, their colonies grew more slowly than controls before winter,
    but reached similar sizes afterwards. Independent of exposure, queen hibernation
    survival improved when the ratio of pupae to workers was small. Queens that reared
    fewer pupae before worker emergence exhibited lower pathogen levels, indicating
    that high brood rearing efforts interfere with the ability of the queen's immune
    system to suppress pathogen proliferation. Early-life queen pathogen exposure
    also improved the immunocompetence of her worker offspring, as demonstrated by
    challenging the workers to the same pathogen a year later. Transgenerational transfer
    of the queen's pathogen experience to her workforce can hence durably reduce the
    disease susceptibility of the whole superorganism.
acknowledged_ssus:
- _id: ScienComp
acknowledgement: The authors are grateful to G. Tkačik and V. Mireles for advice on
  data analyses and to A. Schloegl for help using the IST Austria HPC cluster for
  data processing. The authors thank J. Eilenberg for providing the fungal strain
  and A.V. Grasse for support with the molecular analysis. The authors also thank
  the Social Immunity group at IST Austria, in particular B. Milutinović, for discussions
  throughout and comments on the manuscript.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Barbara E
  full_name: Casillas Perez, Barbara E
  id: 351ED2AA-F248-11E8-B48F-1D18A9856A87
  last_name: Casillas Perez
- first_name: Christopher
  full_name: Pull, Christopher
  id: 3C7F4840-F248-11E8-B48F-1D18A9856A87
  last_name: Pull
  orcid: 0000-0003-1122-3982
- first_name: Filip
  full_name: Naiser, Filip
  last_name: Naiser
- first_name: Elisabeth
  full_name: Naderlinger, Elisabeth
  id: 31757262-F248-11E8-B48F-1D18A9856A87
  last_name: Naderlinger
- first_name: Jiri
  full_name: Matas, Jiri
  last_name: Matas
- first_name: Sylvia
  full_name: Cremer, Sylvia
  id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87
  last_name: Cremer
  orcid: 0000-0002-2193-3868
citation:
  ama: Casillas Perez BE, Pull C, Naiser F, Naderlinger E, Matas J, Cremer S. Early
    queen infection shapes developmental dynamics and induces long-term disease protection
    in incipient ant colonies. <i>Ecology Letters</i>. 2022;25(1):89-100. doi:<a href="https://doi.org/10.1111/ele.13907">10.1111/ele.13907</a>
  apa: Casillas Perez, B. E., Pull, C., Naiser, F., Naderlinger, E., Matas, J., &#38;
    Cremer, S. (2022). Early queen infection shapes developmental dynamics and induces
    long-term disease protection in incipient ant colonies. <i>Ecology Letters</i>.
    Wiley. <a href="https://doi.org/10.1111/ele.13907">https://doi.org/10.1111/ele.13907</a>
  chicago: Casillas Perez, Barbara E, Christopher Pull, Filip Naiser, Elisabeth Naderlinger,
    Jiri Matas, and Sylvia Cremer. “Early Queen Infection Shapes Developmental Dynamics
    and Induces Long-Term Disease Protection in Incipient Ant Colonies.” <i>Ecology
    Letters</i>. Wiley, 2022. <a href="https://doi.org/10.1111/ele.13907">https://doi.org/10.1111/ele.13907</a>.
  ieee: B. E. Casillas Perez, C. Pull, F. Naiser, E. Naderlinger, J. Matas, and S.
    Cremer, “Early queen infection shapes developmental dynamics and induces long-term
    disease protection in incipient ant colonies,” <i>Ecology Letters</i>, vol. 25,
    no. 1. Wiley, pp. 89–100, 2022.
  ista: Casillas Perez BE, Pull C, Naiser F, Naderlinger E, Matas J, Cremer S. 2022.
    Early queen infection shapes developmental dynamics and induces long-term disease
    protection in incipient ant colonies. Ecology Letters. 25(1), 89–100.
  mla: Casillas Perez, Barbara E., et al. “Early Queen Infection Shapes Developmental
    Dynamics and Induces Long-Term Disease Protection in Incipient Ant Colonies.”
    <i>Ecology Letters</i>, vol. 25, no. 1, Wiley, 2022, pp. 89–100, doi:<a href="https://doi.org/10.1111/ele.13907">10.1111/ele.13907</a>.
  short: B.E. Casillas Perez, C. Pull, F. Naiser, E. Naderlinger, J. Matas, S. Cremer,
    Ecology Letters 25 (2022) 89–100.
date_created: 2021-11-14T23:01:25Z
date_published: 2022-01-01T00:00:00Z
date_updated: 2023-08-14T11:45:29Z
day: '01'
ddc:
- '573'
department:
- _id: SyCr
doi: 10.1111/ele.13907
ec_funded: 1
external_id:
  isi:
  - '000713396100001'
  pmid:
  - '34725912'
file:
- access_level: open_access
  checksum: 0bd4210400e9876609b7c538ab4f9a3c
  content_type: application/pdf
  creator: cchlebak
  date_created: 2022-02-03T13:37:11Z
  date_updated: 2022-02-03T13:37:11Z
  file_id: '10721'
  file_name: 2021_EcologyLetters_CasillasPerez.pdf
  file_size: 700087
  relation: main_file
  success: 1
file_date_updated: 2022-02-03T13:37:11Z
has_accepted_license: '1'
intvolume: '        25'
isi: 1
issue: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 89-100
pmid: 1
project:
- _id: 2649B4DE-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '771402'
  name: Epidemics in ant societies on a chip
publication: Ecology Letters
publication_identifier:
  eissn:
  - 1461-0248
  issn:
  - 1461-023X
publication_status: published
publisher: Wiley
quality_controlled: '1'
related_material:
  record:
  - id: '13061'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Early queen infection shapes developmental dynamics and induces long-term disease
  protection in incipient ant colonies
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: 25
year: '2022'
...
---
_id: '10335'
abstract:
- lang: eng
  text: "Van der Holst and Pendavingh introduced a graph parameter σ, which coincides
    with the more famous Colin de Verdière graph parameter μ for small values. However,
    the definition of a is much more geometric/topological directly reflecting embeddability
    properties of the graph. They proved μ(G) ≤ σ(G) + 2 and conjectured σ(G) ≤ σ(G)
    for any graph G. We confirm this conjecture. As far as we know, this is the first
    topological upper bound on σ(G) which is, in general, tight.\r\nEquality between
    μ and σ does not hold in general as van der Holst and Pendavingh showed that there
    is a graph G with μ(G) ≤ 18 and σ(G) ≥ 20. We show that the gap appears at much
    smaller values, namely, we exhibit a graph H for which μ(H) ≥ 7 and σ(H) ≥ 8.
    We also prove that, in general, the gap can be large: The incidence graphs Hq
    of finite projective planes of order q satisfy μ(Hq) ∈ O(q3/2) and σ(Hq) ≥ q2."
acknowledgement: 'V. K. gratefully acknowledges the support of Austrian Science Fund
  (FWF): P 30902-N35. This work was done mostly while he was employed at the University
  of Innsbruck. During the early stage of this research, V. K. was partially supported
  by Charles University project GAUK 926416. M. T. is supported by the grant no. 19-04113Y
  of the Czech Science Foundation(GA ˇCR) and partially supported by Charles University
  project UNCE/SCI/004.'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Vojtech
  full_name: Kaluza, Vojtech
  id: 21AE5134-9EAC-11EA-BEA2-D7BD3DDC885E
  last_name: Kaluza
  orcid: 0000-0002-2512-8698
- first_name: Martin
  full_name: Tancer, Martin
  id: 38AC689C-F248-11E8-B48F-1D18A9856A87
  last_name: Tancer
  orcid: 0000-0002-1191-6714
citation:
  ama: Kaluza V, Tancer M. Even maps, the Colin de Verdière number and representations
    of graphs. <i>Combinatorica</i>. 2022;42:1317-1345. doi:<a href="https://doi.org/10.1007/s00493-021-4443-7">10.1007/s00493-021-4443-7</a>
  apa: Kaluza, V., &#38; Tancer, M. (2022). Even maps, the Colin de Verdière number
    and representations of graphs. <i>Combinatorica</i>. Springer Nature. <a href="https://doi.org/10.1007/s00493-021-4443-7">https://doi.org/10.1007/s00493-021-4443-7</a>
  chicago: Kaluza, Vojtech, and Martin Tancer. “Even Maps, the Colin de Verdière Number
    and Representations of Graphs.” <i>Combinatorica</i>. Springer Nature, 2022. <a
    href="https://doi.org/10.1007/s00493-021-4443-7">https://doi.org/10.1007/s00493-021-4443-7</a>.
  ieee: V. Kaluza and M. Tancer, “Even maps, the Colin de Verdière number and representations
    of graphs,” <i>Combinatorica</i>, vol. 42. Springer Nature, pp. 1317–1345, 2022.
  ista: Kaluza V, Tancer M. 2022. Even maps, the Colin de Verdière number and representations
    of graphs. Combinatorica. 42, 1317–1345.
  mla: Kaluza, Vojtech, and Martin Tancer. “Even Maps, the Colin de Verdière Number
    and Representations of Graphs.” <i>Combinatorica</i>, vol. 42, Springer Nature,
    2022, pp. 1317–45, doi:<a href="https://doi.org/10.1007/s00493-021-4443-7">10.1007/s00493-021-4443-7</a>.
  short: V. Kaluza, M. Tancer, Combinatorica 42 (2022) 1317–1345.
date_created: 2021-11-25T13:49:16Z
date_published: 2022-12-01T00:00:00Z
date_updated: 2023-08-02T06:43:27Z
day: '01'
ddc:
- '514'
- '516'
department:
- _id: UlWa
doi: 10.1007/s00493-021-4443-7
external_id:
  arxiv:
  - '1907.05055'
  isi:
  - '000798210100003'
intvolume: '        42'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: ' https://doi.org/10.48550/arXiv.1907.05055'
month: '12'
oa: 1
oa_version: Preprint
page: 1317-1345
publication: Combinatorica
publication_identifier:
  issn:
  - 0209-9683
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Even maps, the Colin de Verdière number and representations of graphs
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 42
year: '2022'
...
---
_id: '10364'
abstract:
- lang: eng
  text: 'This paper characterizes the latency of the simplified successive-cancellation
    (SSC) decoding scheme for polar codes under hardware resource constraints. In
    particular, when the number of processing elements P that can perform SSC decoding
    operations in parallel is limited, as is the case in practice, the latency of
    SSC decoding is O(N1-1/μ + N/P log2 log2 N/P), where N is the block length of
    the code and μ is the scaling exponent of the channel. Three direct consequences
    of this bound are presented. First, in a fully-parallel implementation where P
    = N/2, the latency of SSC decoding is O(N1-1/μ), which is sublinear in the block
    length. This recovers a result from our earlier work. Second, in a fully-serial
    implementation where P = 1, the latency of SSC decoding scales as O(N log2 log2
    N). The multiplicative constant is also calculated: we show that the latency of
    SSC decoding when P = 1 is given by (2 + o(1))N log2 log2 N. Third, in a semi-parallel
    implementation, the smallest P that gives the same latency as that of the fully-parallel
    implementation is P = N1/μ. The tightness of our bound on SSC decoding latency
    and the applicability of the foregoing results is validated through extensive
    simulations.'
acknowledgement: "S. A. Hashemi is supported by a Postdoctoral Fellowship from the
  Natural Sciences and\r\nEngineering Research Council of Canada (NSERC) and by Huawei.
  M. Mondelli is partially\r\nsupported by the 2019 Lopez-Loreta Prize. A. Fazeli
  and A. Vardy were supported in part by\r\nthe National Science Foundation under
  Grant CCF-1764104."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Seyyed Ali
  full_name: Hashemi, Seyyed Ali
  last_name: Hashemi
- first_name: Marco
  full_name: Mondelli, Marco
  id: 27EB676C-8706-11E9-9510-7717E6697425
  last_name: Mondelli
  orcid: 0000-0002-3242-7020
- first_name: Arman
  full_name: Fazeli, Arman
  last_name: Fazeli
- first_name: Alexander
  full_name: Vardy, Alexander
  last_name: Vardy
- first_name: John
  full_name: Cioffi, John
  last_name: Cioffi
- first_name: Andrea
  full_name: Goldsmith, Andrea
  last_name: Goldsmith
citation:
  ama: Hashemi SA, Mondelli M, Fazeli A, Vardy A, Cioffi J, Goldsmith A. Parallelism
    versus latency in simplified successive-cancellation decoding of polar codes.
    <i>IEEE Transactions on Wireless Communications</i>. 2022;21(6):3909-3920. doi:<a
    href="https://doi.org/10.1109/TWC.2021.3125626">10.1109/TWC.2021.3125626</a>
  apa: Hashemi, S. A., Mondelli, M., Fazeli, A., Vardy, A., Cioffi, J., &#38; Goldsmith,
    A. (2022). Parallelism versus latency in simplified successive-cancellation decoding
    of polar codes. <i>IEEE Transactions on Wireless Communications</i>. Institute
    of Electrical and Electronics Engineers. <a href="https://doi.org/10.1109/TWC.2021.3125626">https://doi.org/10.1109/TWC.2021.3125626</a>
  chicago: Hashemi, Seyyed Ali, Marco Mondelli, Arman Fazeli, Alexander Vardy, John
    Cioffi, and Andrea Goldsmith. “Parallelism versus Latency in Simplified Successive-Cancellation
    Decoding of Polar Codes.” <i>IEEE Transactions on Wireless Communications</i>.
    Institute of Electrical and Electronics Engineers, 2022. <a href="https://doi.org/10.1109/TWC.2021.3125626">https://doi.org/10.1109/TWC.2021.3125626</a>.
  ieee: S. A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, and A. Goldsmith,
    “Parallelism versus latency in simplified successive-cancellation decoding of
    polar codes,” <i>IEEE Transactions on Wireless Communications</i>, vol. 21, no.
    6. Institute of Electrical and Electronics Engineers, pp. 3909–3920, 2022.
  ista: Hashemi SA, Mondelli M, Fazeli A, Vardy A, Cioffi J, Goldsmith A. 2022. Parallelism
    versus latency in simplified successive-cancellation decoding of polar codes.
    IEEE Transactions on Wireless Communications. 21(6), 3909–3920.
  mla: Hashemi, Seyyed Ali, et al. “Parallelism versus Latency in Simplified Successive-Cancellation
    Decoding of Polar Codes.” <i>IEEE Transactions on Wireless Communications</i>,
    vol. 21, no. 6, Institute of Electrical and Electronics Engineers, 2022, pp. 3909–20,
    doi:<a href="https://doi.org/10.1109/TWC.2021.3125626">10.1109/TWC.2021.3125626</a>.
  short: S.A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, A. Goldsmith,
    IEEE Transactions on Wireless Communications 21 (2022) 3909–3920.
date_created: 2021-11-28T23:01:29Z
date_published: 2022-06-01T00:00:00Z
date_updated: 2024-09-10T13:03:18Z
day: '01'
department:
- _id: MaMo
doi: 10.1109/TWC.2021.3125626
external_id:
  arxiv:
  - '2012.13378'
  isi:
  - '000809406400028'
intvolume: '        21'
isi: 1
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2012.13378
month: '06'
oa: 1
oa_version: Preprint
page: 3909-3920
project:
- _id: 059876FA-7A3F-11EA-A408-12923DDC885E
  name: Prix Lopez-Loretta 2019 - Marco Mondelli
publication: IEEE Transactions on Wireless Communications
publication_identifier:
  eissn:
  - 1558-2248
  issn:
  - 1536-1276
publication_status: published
publisher: Institute of Electrical and Electronics Engineers
quality_controlled: '1'
related_material:
  record:
  - id: '10053'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Parallelism versus latency in simplified successive-cancellation decoding of
  polar codes
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 21
year: '2022'
...
---
_id: '10411'
abstract:
- lang: eng
  text: The phytohormone auxin is the major growth regulator governing tropic responses
    including gravitropism. Auxin build-up at the lower side of stimulated shoots
    promotes cell expansion, whereas in roots it inhibits growth, leading to upward
    shoot bending and downward root bending, respectively. Yet it remains an enigma
    how the same signal can trigger such opposite cellular responses. In this review,
    we discuss several recent unexpected insights into the mechanisms underlying auxin
    regulation of growth, challenging several existing models. We focus on the divergent
    mechanisms of apoplastic pH regulation in shoots and roots revisiting the classical
    Acid Growth Theory and discuss coordinated involvement of multiple auxin signaling
    pathways. From this emerges a more comprehensive, updated picture how auxin regulates
    growth.
acknowledgement: The authors thank Alexandra Mally for editing the text. This work
  was supported by the Austrian Science Fund (FWF) I 3630-B25 to Jiří Friml and the
  DOC Fellowship of the Austrian Academy of Sciences to Lanxin Li. All figures were
  created with BioRender.com.
article_processing_charge: No
article_type: original
author:
- first_name: Lanxin
  full_name: Li, Lanxin
  id: 367EF8FA-F248-11E8-B48F-1D18A9856A87
  last_name: Li
  orcid: 0000-0002-5607-272X
- first_name: Michelle C
  full_name: Gallei, Michelle C
  id: 35A03822-F248-11E8-B48F-1D18A9856A87
  last_name: Gallei
  orcid: 0000-0003-1286-7368
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
citation:
  ama: 'Li L, Gallei MC, Friml J. Bending to auxin: Fast acid growth for tropisms.
    <i>Trends in Plant Science</i>. 2022;27(5):440-449. doi:<a href="https://doi.org/10.1016/j.tplants.2021.11.006">10.1016/j.tplants.2021.11.006</a>'
  apa: 'Li, L., Gallei, M. C., &#38; Friml, J. (2022). Bending to auxin: Fast acid
    growth for tropisms. <i>Trends in Plant Science</i>. Cell Press. <a href="https://doi.org/10.1016/j.tplants.2021.11.006">https://doi.org/10.1016/j.tplants.2021.11.006</a>'
  chicago: 'Li, Lanxin, Michelle C Gallei, and Jiří Friml. “Bending to Auxin: Fast
    Acid Growth for Tropisms.” <i>Trends in Plant Science</i>. Cell Press, 2022. <a
    href="https://doi.org/10.1016/j.tplants.2021.11.006">https://doi.org/10.1016/j.tplants.2021.11.006</a>.'
  ieee: 'L. Li, M. C. Gallei, and J. Friml, “Bending to auxin: Fast acid growth for
    tropisms,” <i>Trends in Plant Science</i>, vol. 27, no. 5. Cell Press, pp. 440–449,
    2022.'
  ista: 'Li L, Gallei MC, Friml J. 2022. Bending to auxin: Fast acid growth for tropisms.
    Trends in Plant Science. 27(5), 440–449.'
  mla: 'Li, Lanxin, et al. “Bending to Auxin: Fast Acid Growth for Tropisms.” <i>Trends
    in Plant Science</i>, vol. 27, no. 5, Cell Press, 2022, pp. 440–49, doi:<a href="https://doi.org/10.1016/j.tplants.2021.11.006">10.1016/j.tplants.2021.11.006</a>.'
  short: L. Li, M.C. Gallei, J. Friml, Trends in Plant Science 27 (2022) 440–449.
date_created: 2021-12-05T23:01:43Z
date_published: 2022-05-01T00:00:00Z
date_updated: 2024-10-29T10:12:33Z
day: '01'
ddc:
- '580'
department:
- _id: JiFr
doi: 10.1016/j.tplants.2021.11.006
external_id:
  isi:
  - '000793707900005'
  pmid:
  - '34848141'
file:
- access_level: open_access
  checksum: 3d94980ee1ff6bec100dd813f6a921a6
  content_type: application/pdf
  creator: amally
  date_created: 2023-11-02T17:00:03Z
  date_updated: 2023-11-02T17:00:03Z
  file_id: '14480'
  file_name: Li Plants 2021_accepted.pdf
  file_size: 805779
  relation: main_file
  success: 1
file_date_updated: 2023-11-02T17:00:03Z
has_accepted_license: '1'
intvolume: '        27'
isi: 1
issue: '5'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Submitted Version
page: 440-449
pmid: 1
project:
- _id: 26538374-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I03630
  name: Molecular mechanisms of endocytic cargo recognition in plants
- _id: 26B4D67E-B435-11E9-9278-68D0E5697425
  grant_number: '25351'
  name: 'A Case Study of Plant Growth Regulation: Molecular Mechanism of Auxin-mediated
    Rapid Growth Inhibition in Arabidopsis Root'
publication: Trends in Plant Science
publication_identifier:
  issn:
  - 1360-1385
publication_status: published
publisher: Cell Press
quality_controlled: '1'
related_material:
  record:
  - id: '11626'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: 'Bending to auxin: Fast acid growth for tropisms'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 27
year: '2022'
...
---
_id: '10530'
abstract:
- lang: eng
  text: "Cell dispersion from a confined area is fundamental in a number of biological
    processes,\r\nincluding cancer metastasis. To date, a quantitative understanding
    of the interplay of single\r\ncell motility, cell proliferation, and intercellular
    contacts remains elusive. In particular, the role\r\nof E- and N-Cadherin junctions,
    central components of intercellular contacts, is still\r\ncontroversial. Combining
    theoretical modeling with in vitro observations, we investigate the\r\ncollective
    spreading behavior of colonies of human cancer cells (T24). The spreading of these\r\ncolonies
    is driven by stochastic single-cell migration with frequent transient cell-cell
    contacts.\r\nWe find that inhibition of E- and N-Cadherin junctions decreases
    colony spreading and average\r\nspreading velocities, without affecting the strength
    of correlations in spreading velocities of\r\nneighboring cells. Based on a biophysical
    simulation model for cell migration, we show that the\r\nbehavioral changes upon
    disruption of these junctions can be explained by reduced repulsive\r\nexcluded
    volume interactions between cells. This suggests that in cancer cell migration,\r\ncadherin-based
    intercellular contacts sharpen cell boundaries leading to repulsive rather than\r\ncohesive
    interactions between cells, thereby promoting efficient cell spreading during
    collective\r\nmigration.\r\n"
acknowledgement: Funded by the Deutsche Forschungsgemeinschaft (DFG, German Research
  Foundation) - Project-ID 201269156 - SFB 1032 (Projects B8 and B12). D.B.B. is supported
  in part by a DFG fellowship within the Graduate School of Quantitative Biosciences
  Munich (QBM) and by the Joachim Herz Stiftung.
article_processing_charge: No
article_type: original
author:
- first_name: Themistoklis
  full_name: Zisis, Themistoklis
  last_name: Zisis
- first_name: David
  full_name: Brückner, David
  id: e1e86031-6537-11eb-953a-f7ab92be508d
  last_name: Brückner
  orcid: 0000-0001-7205-2975
- first_name: Tom
  full_name: Brandstätter, Tom
  last_name: Brandstätter
- first_name: Wei Xiong
  full_name: Siow, Wei Xiong
  last_name: Siow
- first_name: Joseph
  full_name: d’Alessandro, Joseph
  last_name: d’Alessandro
- first_name: Angelika M.
  full_name: Vollmar, Angelika M.
  last_name: Vollmar
- first_name: Chase P.
  full_name: Broedersz, Chase P.
  last_name: Broedersz
- first_name: Stefan
  full_name: Zahler, Stefan
  last_name: Zahler
citation:
  ama: Zisis T, Brückner D, Brandstätter T, et al. Disentangling cadherin-mediated
    cell-cell interactions in collective cancer cell migration. <i>Biophysical Journal</i>.
    2022;121(1):P44-60. doi:<a href="https://doi.org/10.1016/j.bpj.2021.12.006">10.1016/j.bpj.2021.12.006</a>
  apa: Zisis, T., Brückner, D., Brandstätter, T., Siow, W. X., d’Alessandro, J., Vollmar,
    A. M., … Zahler, S. (2022). Disentangling cadherin-mediated cell-cell interactions
    in collective cancer cell migration. <i>Biophysical Journal</i>. Elsevier. <a
    href="https://doi.org/10.1016/j.bpj.2021.12.006">https://doi.org/10.1016/j.bpj.2021.12.006</a>
  chicago: Zisis, Themistoklis, David Brückner, Tom Brandstätter, Wei Xiong Siow,
    Joseph d’Alessandro, Angelika M. Vollmar, Chase P. Broedersz, and Stefan Zahler.
    “Disentangling Cadherin-Mediated Cell-Cell Interactions in Collective Cancer Cell
    Migration.” <i>Biophysical Journal</i>. Elsevier, 2022. <a href="https://doi.org/10.1016/j.bpj.2021.12.006">https://doi.org/10.1016/j.bpj.2021.12.006</a>.
  ieee: T. Zisis <i>et al.</i>, “Disentangling cadherin-mediated cell-cell interactions
    in collective cancer cell migration,” <i>Biophysical Journal</i>, vol. 121, no.
    1. Elsevier, pp. P44-60, 2022.
  ista: Zisis T, Brückner D, Brandstätter T, Siow WX, d’Alessandro J, Vollmar AM,
    Broedersz CP, Zahler S. 2022. Disentangling cadherin-mediated cell-cell interactions
    in collective cancer cell migration. Biophysical Journal. 121(1), P44-60.
  mla: Zisis, Themistoklis, et al. “Disentangling Cadherin-Mediated Cell-Cell Interactions
    in Collective Cancer Cell Migration.” <i>Biophysical Journal</i>, vol. 121, no.
    1, Elsevier, 2022, pp. P44-60, doi:<a href="https://doi.org/10.1016/j.bpj.2021.12.006">10.1016/j.bpj.2021.12.006</a>.
  short: T. Zisis, D. Brückner, T. Brandstätter, W.X. Siow, J. d’Alessandro, A.M.
    Vollmar, C.P. Broedersz, S. Zahler, Biophysical Journal 121 (2022) P44-60.
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