---
_id: '962'
abstract:
- lang: eng
  text: 'We present a new algorithm for model counting of a class of string constraints.
    In addition to the classic operation of concatenation, our class includes some
    recursively defined operations such as Kleene closure, and replacement of substrings.
    Additionally, our class also includes length constraints on the string expressions,
    which means, by requiring reasoning about numbers, that we face a multi-sorted
    logic. In the end, our string constraints are motivated by their use in programming
    for web applications. Our algorithm comprises two novel features: the ability
    to use a technique of (1) partial derivatives for constraints that are already
    in a solved form, i.e. a form where its (string) satisfiability is clearly displayed,
    and (2) non-progression, where cyclic reasoning in the reduction process may be
    terminated (thus allowing for the algorithm to look elsewhere). Finally, we experimentally
    compare our model counter with two recent works on model counting of similar constraints,
    SMC [18] and ABC [5], to demonstrate its superior performance.'
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Minh
  full_name: Trinh, Minh
  last_name: Trinh
- first_name: Duc Hiep
  full_name: Chu, Duc Hiep
  id: 3598E630-F248-11E8-B48F-1D18A9856A87
  last_name: Chu
- first_name: Joxan
  full_name: Jaffar, Joxan
  last_name: Jaffar
citation:
  ama: 'Trinh M, Chu DH, Jaffar J. Model counting for recursively-defined strings.
    In: Majumdar R, Kunčak V, eds. Vol 10427. Springer; 2017:399-418. doi:<a href="https://doi.org/10.1007/978-3-319-63390-9_21">10.1007/978-3-319-63390-9_21</a>'
  apa: 'Trinh, M., Chu, D. H., &#38; Jaffar, J. (2017). Model counting for recursively-defined
    strings. In R. Majumdar &#38; V. Kunčak (Eds.) (Vol. 10427, pp. 399–418). Presented
    at the CAV: Computer Aided Verification, Heidelberg, Germany: Springer. <a href="https://doi.org/10.1007/978-3-319-63390-9_21">https://doi.org/10.1007/978-3-319-63390-9_21</a>'
  chicago: Trinh, Minh, Duc Hiep Chu, and Joxan Jaffar. “Model Counting for Recursively-Defined
    Strings.” edited by Rupak Majumdar and Viktor Kunčak, 10427:399–418. Springer,
    2017. <a href="https://doi.org/10.1007/978-3-319-63390-9_21">https://doi.org/10.1007/978-3-319-63390-9_21</a>.
  ieee: 'M. Trinh, D. H. Chu, and J. Jaffar, “Model counting for recursively-defined
    strings,” presented at the CAV: Computer Aided Verification, Heidelberg, Germany,
    2017, vol. 10427, pp. 399–418.'
  ista: 'Trinh M, Chu DH, Jaffar J. 2017. Model counting for recursively-defined strings.
    CAV: Computer Aided Verification, LNCS, vol. 10427, 399–418.'
  mla: Trinh, Minh, et al. <i>Model Counting for Recursively-Defined Strings</i>.
    Edited by Rupak Majumdar and Viktor Kunčak, vol. 10427, Springer, 2017, pp. 399–418,
    doi:<a href="https://doi.org/10.1007/978-3-319-63390-9_21">10.1007/978-3-319-63390-9_21</a>.
  short: M. Trinh, D.H. Chu, J. Jaffar, in:, R. Majumdar, V. Kunčak (Eds.), Springer,
    2017, pp. 399–418.
conference:
  end_date: 2017-07-28
  location: Heidelberg, Germany
  name: 'CAV: Computer Aided Verification'
  start_date: 2017-07-24
date_created: 2018-12-11T11:49:26Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2023-09-22T09:58:02Z
day: '01'
department:
- _id: ToHe
doi: 10.1007/978-3-319-63390-9_21
editor:
- first_name: Rupak
  full_name: Majumdar, Rupak
  last_name: Majumdar
- first_name: Viktor
  full_name: Kunčak, Viktor
  last_name: Kunčak
external_id:
  isi:
  - '000431900900021'
intvolume: '     10427'
isi: 1
language:
- iso: eng
month: '01'
oa_version: None
page: 399 - 418
project:
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication_identifier:
  issn:
  - '03029743'
publication_status: published
publisher: Springer
publist_id: '6443'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Model counting for recursively-defined strings
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 10427
year: '2017'
...
---
_id: '963'
abstract:
- lang: eng
  text: 'Network games are widely used as a model for selfish resource-allocation
    problems. In the classical model, each player selects a path connecting her source
    and target vertex. The cost of traversing an edge depends on the number of players
    that traverse it. Thus, it abstracts the fact that different users may use a resource
    at different times and for different durations, which plays an important role
    in defining the costs of the users in reality. For example, when transmitting
    packets in a communication network, routing traffic in a road network, or processing
    a task in a production system, the traversal of the network involves an inherent
    delay, and so sharing and congestion of resources crucially depends on time. We
    study timed network games , which add a time component to network games. Each
    vertex v in the network is associated with a cost function, mapping the load on
    v to the price that a player pays for staying in v for one time unit with this
    load. In addition, each edge has a guard, describing time intervals in which the
    edge can be traversed, forcing the players to spend time on vertices. Unlike earlier
    work that add a time component to network games, the time in our model is continuous
    and cannot be discretized. In particular, players have uncountably many strategies,
    and a game may have uncountably many pure Nash equilibria. We study properties
    of timed network games with cost-sharing or congestion cost functions: their stability,
    equilibrium inefficiency, and complexity. In particular, we show that the answer
    to the question whether we can restrict attention to boundary strategies, namely
    ones in which edges are traversed only at the boundaries of guards, is mixed. '
alternative_title:
- LIPIcs
article_number: '37'
author:
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Shibashis
  full_name: Guha, Shibashis
  last_name: Guha
- first_name: Orna
  full_name: Kupferman, Orna
  last_name: Kupferman
citation:
  ama: 'Avni G, Guha S, Kupferman O. Timed network games with clocks. In: Vol 83.
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2017. doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2017.37">10.4230/LIPIcs.MFCS.2017.37</a>'
  apa: 'Avni, G., Guha, S., &#38; Kupferman, O. (2017). Timed network games with clocks
    (Vol. 83). Presented at the MFCS: Mathematical Foundations of Computer Science
    (SG), Aalborg, Denmark: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a
    href="https://doi.org/10.4230/LIPIcs.MFCS.2017.37">https://doi.org/10.4230/LIPIcs.MFCS.2017.37</a>'
  chicago: Avni, Guy, Shibashis Guha, and Orna Kupferman. “Timed Network Games with
    Clocks,” Vol. 83. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2017. <a
    href="https://doi.org/10.4230/LIPIcs.MFCS.2017.37">https://doi.org/10.4230/LIPIcs.MFCS.2017.37</a>.
  ieee: 'G. Avni, S. Guha, and O. Kupferman, “Timed network games with clocks,” presented
    at the MFCS: Mathematical Foundations of Computer Science (SG), Aalborg, Denmark,
    2017, vol. 83.'
  ista: 'Avni G, Guha S, Kupferman O. 2017. Timed network games with clocks. MFCS:
    Mathematical Foundations of Computer Science (SG), LIPIcs, vol. 83, 37.'
  mla: Avni, Guy, et al. <i>Timed Network Games with Clocks</i>. Vol. 83, 37, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2017, doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2017.37">10.4230/LIPIcs.MFCS.2017.37</a>.
  short: G. Avni, S. Guha, O. Kupferman, in:, Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2017.
conference:
  end_date: 2017-08-25
  location: Aalborg, Denmark
  name: 'MFCS: Mathematical Foundations of Computer Science (SG)'
  start_date: 2017-08-21
date_created: 2018-12-11T11:49:26Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2023-02-23T12:35:50Z
day: '01'
ddc:
- '004'
department:
- _id: ToHe
doi: 10.4230/LIPIcs.MFCS.2017.37
file:
- access_level: open_access
  checksum: f55eaf7f3c36ea07801112acfedd17d5
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:10Z
  date_updated: 2020-07-14T12:48:18Z
  file_id: '5059'
  file_name: IST-2017-829-v1+1_mfcs-cr.pdf
  file_size: 369730
  relation: main_file
file_date_updated: 2020-07-14T12:48:18Z
has_accepted_license: '1'
intvolume: '        83'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
publication_identifier:
  issn:
  - '18688969'
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '6438'
pubrep_id: '829'
quality_controlled: '1'
related_material:
  record:
  - id: '6005'
    relation: later_version
    status: public
scopus_import: 1
status: public
title: Timed network games with clocks
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 83
year: '2017'
...
---
_id: '9660'
abstract:
- lang: eng
  text: In this paper we discuss how the information contained in atomistic simulations
    of homogeneous nucleation should be used when fitting the parameters in macroscopic
    nucleation models. We show how the number of solid and liquid atoms in such simulations
    can be determined unambiguously by using a Gibbs dividing surface and how the
    free energy as a function of the number of solid atoms in the nucleus can thus
    be extracted. We then show that the parameters (the chemical potential, the interfacial
    free energy, and a Tolman correction) of a model based on classical nucleation
    theory can be fitted using the information contained in these free-energy profiles
    but that the parameters in such models are highly correlated. This correlation
    is unfortunate as it ensures that small errors in the computed free energy surface
    can give rise to large errors in the extrapolated properties of the fitted model.
    To resolve this problem we thus propose a method for fitting macroscopic nucleation
    models that uses simulations of planar interfaces and simulations of three-dimensional
    nuclei in tandem. We show that when the chemical potentials and the interface
    energy are pinned to their planar-interface values, more precise estimates for
    the Tolman length are obtained. Extrapolating the free energy profile obtained
    from small simulation boxes to larger nuclei is thus more reliable.
article_number: '104707'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Bingqing
  full_name: Cheng, Bingqing
  id: cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9
  last_name: Cheng
  orcid: 0000-0002-3584-9632
- first_name: Gareth A.
  full_name: Tribello, Gareth A.
  last_name: Tribello
- first_name: Michele
  full_name: Ceriotti, Michele
  last_name: Ceriotti
citation:
  ama: 'Cheng B, Tribello GA, Ceriotti M. The Gibbs free energy of homogeneous nucleation:
    From atomistic nuclei to the planar limit. <i>The Journal of Chemical Physics</i>.
    2017;147(10). doi:<a href="https://doi.org/10.1063/1.4997180">10.1063/1.4997180</a>'
  apa: 'Cheng, B., Tribello, G. A., &#38; Ceriotti, M. (2017). The Gibbs free energy
    of homogeneous nucleation: From atomistic nuclei to the planar limit. <i>The Journal
    of Chemical Physics</i>. AIP Publishing. <a href="https://doi.org/10.1063/1.4997180">https://doi.org/10.1063/1.4997180</a>'
  chicago: 'Cheng, Bingqing, Gareth A. Tribello, and Michele Ceriotti. “The Gibbs
    Free Energy of Homogeneous Nucleation: From Atomistic Nuclei to the Planar Limit.”
    <i>The Journal of Chemical Physics</i>. AIP Publishing, 2017. <a href="https://doi.org/10.1063/1.4997180">https://doi.org/10.1063/1.4997180</a>.'
  ieee: 'B. Cheng, G. A. Tribello, and M. Ceriotti, “The Gibbs free energy of homogeneous
    nucleation: From atomistic nuclei to the planar limit,” <i>The Journal of Chemical
    Physics</i>, vol. 147, no. 10. AIP Publishing, 2017.'
  ista: 'Cheng B, Tribello GA, Ceriotti M. 2017. The Gibbs free energy of homogeneous
    nucleation: From atomistic nuclei to the planar limit. The Journal of Chemical
    Physics. 147(10), 104707.'
  mla: 'Cheng, Bingqing, et al. “The Gibbs Free Energy of Homogeneous Nucleation:
    From Atomistic Nuclei to the Planar Limit.” <i>The Journal of Chemical Physics</i>,
    vol. 147, no. 10, 104707, AIP Publishing, 2017, doi:<a href="https://doi.org/10.1063/1.4997180">10.1063/1.4997180</a>.'
  short: B. Cheng, G.A. Tribello, M. Ceriotti, The Journal of Chemical Physics 147
    (2017).
date_created: 2021-07-15T08:13:29Z
date_published: 2017-09-14T00:00:00Z
date_updated: 2023-02-23T14:04:02Z
day: '14'
doi: 10.1063/1.4997180
extern: '1'
external_id:
  arxiv:
  - '1703.06062'
  pmid:
  - '28915742'
intvolume: '       147'
issue: '10'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://pure.qub.ac.uk/en/publications/the-gibbs-free-energy-of-homogeneous-nucleation-from-atomistic-nuclei-to-the-planar-limit(4599cdb4-dcc4-4522-8763-7b2a165ebf12).html
month: '09'
oa: 1
oa_version: Submitted Version
pmid: 1
publication: The Journal of Chemical Physics
publication_identifier:
  eissn:
  - 1089-7690
  issn:
  - 0021-9606
publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'The Gibbs free energy of homogeneous nucleation: From atomistic nuclei to
  the planar limit'
type: journal_article
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
volume: 147
year: '2017'
...
---
_id: '9661'
abstract:
- lang: eng
  text: Macroscopic theories of nucleation such as classical nucleation theory envision
    that clusters of the bulk stable phase form inside the bulk metastable phase.
    Molecular dynamics simulations are often used to elucidate nucleation mechanisms,
    by capturing the microscopic configurations of all the atoms. In this paper, we
    introduce a thermodynamic model that links macroscopic theories and atomic-scale
    simulations and thus provide a simple and elegant framework for testing the limits
    of classical nucleation theory.
article_number: '034106'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Bingqing
  full_name: Cheng, Bingqing
  id: cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9
  last_name: Cheng
  orcid: 0000-0002-3584-9632
- first_name: Michele
  full_name: Ceriotti, Michele
  last_name: Ceriotti
citation:
  ama: Cheng B, Ceriotti M. Bridging the gap between atomistic and macroscopic models
    of homogeneous nucleation. <i>The Journal of Chemical Physics</i>. 2017;146(3).
    doi:<a href="https://doi.org/10.1063/1.4973883">10.1063/1.4973883</a>
  apa: Cheng, B., &#38; Ceriotti, M. (2017). Bridging the gap between atomistic and
    macroscopic models of homogeneous nucleation. <i>The Journal of Chemical Physics</i>.
    AIP Publishing. <a href="https://doi.org/10.1063/1.4973883">https://doi.org/10.1063/1.4973883</a>
  chicago: Cheng, Bingqing, and Michele Ceriotti. “Bridging the Gap between Atomistic
    and Macroscopic Models of Homogeneous Nucleation.” <i>The Journal of Chemical
    Physics</i>. AIP Publishing, 2017. <a href="https://doi.org/10.1063/1.4973883">https://doi.org/10.1063/1.4973883</a>.
  ieee: B. Cheng and M. Ceriotti, “Bridging the gap between atomistic and macroscopic
    models of homogeneous nucleation,” <i>The Journal of Chemical Physics</i>, vol.
    146, no. 3. AIP Publishing, 2017.
  ista: Cheng B, Ceriotti M. 2017. Bridging the gap between atomistic and macroscopic
    models of homogeneous nucleation. The Journal of Chemical Physics. 146(3), 034106.
  mla: Cheng, Bingqing, and Michele Ceriotti. “Bridging the Gap between Atomistic
    and Macroscopic Models of Homogeneous Nucleation.” <i>The Journal of Chemical
    Physics</i>, vol. 146, no. 3, 034106, AIP Publishing, 2017, doi:<a href="https://doi.org/10.1063/1.4973883">10.1063/1.4973883</a>.
  short: B. Cheng, M. Ceriotti, The Journal of Chemical Physics 146 (2017).
date_created: 2021-07-15T08:27:31Z
date_published: 2017-01-21T00:00:00Z
date_updated: 2021-08-09T12:31:57Z
day: '21'
doi: 10.1063/1.4973883
extern: '1'
external_id:
  arxiv:
  - '1610.01322'
  pmid:
  - '28109231'
intvolume: '       146'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1610.01322
month: '01'
oa: 1
oa_version: Preprint
pmid: 1
publication: The Journal of Chemical Physics
publication_identifier:
  eissn:
  - 1089-7690
  issn:
  - 0021-9606
publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
scopus_import: '1'
status: public
title: Bridging the gap between atomistic and macroscopic models of homogeneous nucleation
type: journal_article
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
volume: 146
year: '2017'
...
---
_id: '9707'
abstract:
- lang: eng
  text: Branching morphogenesis of the epithelial ureteric bud forms the renal collecting
    duct system and is critical for normal nephron number, while low nephron number
    is implicated in hypertension and renal disease. Ureteric bud growth and branching
    requires GDNF signaling from the surrounding mesenchyme to cells at the ureteric
    bud tips, via the Ret receptor tyrosine kinase and coreceptor Gfrα1; Ret signaling
    up-regulates transcription factors Etv4 and Etv5, which are also critical for
    branching. Despite extensive knowledge of the genetic control of these events,
    it is not understood, at the cellular level, how renal branching morphogenesis
    is achieved or how Ret signaling influences epithelial cell behaviors to promote
    this process. Analysis of chimeric embryos previously suggested a role for Ret
    signaling in promoting cell rearrangements in the nephric duct, but this method
    was unsuited to study individual cell behaviors during ureteric bud branching.
    Here, we use Mosaic Analysis with Double Markers (MADM), combined with organ culture
    and time-lapse imaging, to trace the movements and divisions of individual ureteric
    bud tip cells. We first examine wild-type clones and then Ret or Etv4 mutant/wild-type
    clones in which the mutant and wild-type sister cells are differentially and heritably
    marked by green and red fluorescent proteins. We find that, in normal kidneys,
    most individual tip cells behave as self-renewing progenitors, some of whose progeny
    remain at the tips while others populate the growing UB trunks. In Ret or Etv4
    MADM clones, the wild-type cells generated at a UB tip are much more likely to
    remain at, or move to, the new tips during branching and elongation, while their
    Ret−/− or Etv4−/− sister cells tend to lag behind and contribute only to the trunks.
    By tracking successive mitoses in a cell lineage, we find that Ret signaling has
    little effect on proliferation, in contrast to its effects on cell movement. Our
    results show that Ret/Etv4 signaling promotes directed cell movements in the ureteric
    bud tips, and suggest a model in which these cell movements mediate branching
    morphogenesis.
article_processing_charge: No
author:
- first_name: Paul
  full_name: Riccio, Paul
  last_name: Riccio
- first_name: Christina
  full_name: Cebrián, Christina
  last_name: Cebrián
- first_name: Hui
  full_name: Zong, Hui
  last_name: Zong
- first_name: Simon
  full_name: Hippenmeyer, Simon
  id: 37B36620-F248-11E8-B48F-1D18A9856A87
  last_name: Hippenmeyer
  orcid: 0000-0003-2279-1061
- first_name: Frank
  full_name: Costantini, Frank
  last_name: Costantini
citation:
  ama: 'Riccio P, Cebrián C, Zong H, Hippenmeyer S, Costantini F. Data from: Ret and
    Etv4 promote directed movements of progenitor cells during renal branching morphogenesis.
    2017. doi:<a href="https://doi.org/10.5061/dryad.pk16b">10.5061/dryad.pk16b</a>'
  apa: 'Riccio, P., Cebrián, C., Zong, H., Hippenmeyer, S., &#38; Costantini, F. (2017).
    Data from: Ret and Etv4 promote directed movements of progenitor cells during
    renal branching morphogenesis. Dryad. <a href="https://doi.org/10.5061/dryad.pk16b">https://doi.org/10.5061/dryad.pk16b</a>'
  chicago: 'Riccio, Paul, Christina Cebrián, Hui Zong, Simon Hippenmeyer, and Frank
    Costantini. “Data from: Ret and Etv4 Promote Directed Movements of Progenitor
    Cells during Renal Branching Morphogenesis.” Dryad, 2017. <a href="https://doi.org/10.5061/dryad.pk16b">https://doi.org/10.5061/dryad.pk16b</a>.'
  ieee: 'P. Riccio, C. Cebrián, H. Zong, S. Hippenmeyer, and F. Costantini, “Data
    from: Ret and Etv4 promote directed movements of progenitor cells during renal
    branching morphogenesis.” Dryad, 2017.'
  ista: 'Riccio P, Cebrián C, Zong H, Hippenmeyer S, Costantini F. 2017. Data from:
    Ret and Etv4 promote directed movements of progenitor cells during renal branching
    morphogenesis, Dryad, <a href="https://doi.org/10.5061/dryad.pk16b">10.5061/dryad.pk16b</a>.'
  mla: 'Riccio, Paul, et al. <i>Data from: Ret and Etv4 Promote Directed Movements
    of Progenitor Cells during Renal Branching Morphogenesis</i>. Dryad, 2017, doi:<a
    href="https://doi.org/10.5061/dryad.pk16b">10.5061/dryad.pk16b</a>.'
  short: P. Riccio, C. Cebrián, H. Zong, S. Hippenmeyer, F. Costantini, (2017).
date_created: 2021-07-23T09:39:34Z
date_published: 2017-01-14T00:00:00Z
date_updated: 2022-08-25T13:34:55Z
day: '14'
department:
- _id: SiHi
doi: 10.5061/dryad.pk16b
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.pk16b
month: '01'
oa: 1
oa_version: Published Version
publisher: Dryad
related_material:
  record:
  - id: '9702'
    relation: used_in_publication
    status: deleted
status: public
title: 'Data from: Ret and Etv4 promote directed movements of progenitor cells during
  renal branching morphogenesis'
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9709'
abstract:
- lang: eng
  text: Across the nervous system, certain population spiking patterns are observed
    far more frequently than others. A hypothesis about this structure is that these
    collective activity patterns function as population codewords–collective modes–carrying
    information distinct from that of any single cell. We investigate this phenomenon
    in recordings of ∼150 retinal ganglion cells, the retina’s output. We develop
    a novel statistical model that decomposes the population response into modes;
    it predicts the distribution of spiking activity in the ganglion cell population
    with high accuracy. We found that the modes represent localized features of the
    visual stimulus that are distinct from the features represented by single neurons.
    Modes form clusters of activity states that are readily discriminated from one
    another. When we repeated the same visual stimulus, we found that the same mode
    was robustly elicited. These results suggest that retinal ganglion cells’ collective
    signaling is endowed with a form of error-correcting code–a principle that may
    hold in brain areas beyond retina.
article_processing_charge: No
author:
- first_name: Jason
  full_name: Prentice, Jason
  last_name: Prentice
- first_name: Olivier
  full_name: Marre, Olivier
  last_name: Marre
- first_name: Mark
  full_name: Ioffe, Mark
  last_name: Ioffe
- first_name: Adrianna
  full_name: Loback, Adrianna
  last_name: Loback
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
- first_name: Michael
  full_name: Berry, Michael
  last_name: Berry
citation:
  ama: 'Prentice J, Marre O, Ioffe M, Loback A, Tkačik G, Berry M. Data from: Error-robust
    modes of the retinal population code. 2017. doi:<a href="https://doi.org/10.5061/dryad.1f1rc">10.5061/dryad.1f1rc</a>'
  apa: 'Prentice, J., Marre, O., Ioffe, M., Loback, A., Tkačik, G., &#38; Berry, M.
    (2017). Data from: Error-robust modes of the retinal population code. Dryad. <a
    href="https://doi.org/10.5061/dryad.1f1rc">https://doi.org/10.5061/dryad.1f1rc</a>'
  chicago: 'Prentice, Jason, Olivier Marre, Mark Ioffe, Adrianna Loback, Gašper Tkačik,
    and Michael Berry. “Data from: Error-Robust Modes of the Retinal Population Code.”
    Dryad, 2017. <a href="https://doi.org/10.5061/dryad.1f1rc">https://doi.org/10.5061/dryad.1f1rc</a>.'
  ieee: 'J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkačik, and M. Berry, “Data
    from: Error-robust modes of the retinal population code.” Dryad, 2017.'
  ista: 'Prentice J, Marre O, Ioffe M, Loback A, Tkačik G, Berry M. 2017. Data from:
    Error-robust modes of the retinal population code, Dryad, <a href="https://doi.org/10.5061/dryad.1f1rc">10.5061/dryad.1f1rc</a>.'
  mla: 'Prentice, Jason, et al. <i>Data from: Error-Robust Modes of the Retinal Population
    Code</i>. Dryad, 2017, doi:<a href="https://doi.org/10.5061/dryad.1f1rc">10.5061/dryad.1f1rc</a>.'
  short: J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkačik, M. Berry, (2017).
date_created: 2021-07-23T11:34:34Z
date_published: 2017-10-18T00:00:00Z
date_updated: 2023-02-21T16:34:41Z
day: '18'
department:
- _id: GaTk
doi: 10.5061/dryad.1f1rc
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.1f1rc
month: '10'
oa: 1
oa_version: Published Version
publisher: Dryad
related_material:
  record:
  - id: '1197'
    relation: used_in_publication
    status: public
status: public
title: 'Data from: Error-robust modes of the retinal population code'
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9842'
abstract:
- lang: eng
  text: Mathematica notebooks used to generate figures.
article_processing_charge: No
author:
- first_name: Alison
  full_name: Etheridge, Alison
  last_name: Etheridge
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
citation:
  ama: 'Etheridge A, Barton NH. Data for: Establishment in a new habitat by polygenic
    adaptation. 2017. doi:<a href="https://doi.org/10.17632/nw68fxzjpm.1">10.17632/nw68fxzjpm.1</a>'
  apa: 'Etheridge, A., &#38; Barton, N. H. (2017). Data for: Establishment in a new
    habitat by polygenic adaptation. Mendeley Data. <a href="https://doi.org/10.17632/nw68fxzjpm.1">https://doi.org/10.17632/nw68fxzjpm.1</a>'
  chicago: 'Etheridge, Alison, and Nicholas H Barton. “Data for: Establishment in
    a New Habitat by Polygenic Adaptation.” Mendeley Data, 2017. <a href="https://doi.org/10.17632/nw68fxzjpm.1">https://doi.org/10.17632/nw68fxzjpm.1</a>.'
  ieee: 'A. Etheridge and N. H. Barton, “Data for: Establishment in a new habitat
    by polygenic adaptation.” Mendeley Data, 2017.'
  ista: 'Etheridge A, Barton NH. 2017. Data for: Establishment in a new habitat by
    polygenic adaptation, Mendeley Data, <a href="https://doi.org/10.17632/nw68fxzjpm.1">10.17632/nw68fxzjpm.1</a>.'
  mla: 'Etheridge, Alison, and Nicholas H. Barton. <i>Data for: Establishment in a
    New Habitat by Polygenic Adaptation</i>. Mendeley Data, 2017, doi:<a href="https://doi.org/10.17632/nw68fxzjpm.1">10.17632/nw68fxzjpm.1</a>.'
  short: A. Etheridge, N.H. Barton, (2017).
date_created: 2021-08-09T13:18:55Z
date_published: 2017-12-29T00:00:00Z
date_updated: 2025-05-28T11:56:59Z
day: '29'
department:
- _id: NiBa
doi: 10.17632/nw68fxzjpm.1
main_file_link:
- open_access: '1'
  url: https://doi.org/10.17632/nw68fxzjpm.1
month: '12'
oa: 1
oa_version: Published Version
publisher: Mendeley Data
related_material:
  record:
  - id: '564'
    relation: used_in_publication
    status: public
status: public
title: 'Data for: Establishment in a new habitat by polygenic adaptation'
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9844'
article_processing_charge: No
author:
- first_name: Nela
  full_name: Nikolic, Nela
  id: 42D9CABC-F248-11E8-B48F-1D18A9856A87
  last_name: Nikolic
  orcid: 0000-0001-9068-6090
- first_name: Frank
  full_name: Schreiber, Frank
  last_name: Schreiber
- first_name: Alma
  full_name: Dal Co, Alma
  last_name: Dal Co
- first_name: Daniel
  full_name: Kiviet, Daniel
  last_name: Kiviet
- first_name: Tobias
  full_name: Bergmiller, Tobias
  id: 2C471CFA-F248-11E8-B48F-1D18A9856A87
  last_name: Bergmiller
  orcid: 0000-0001-5396-4346
- first_name: Sten
  full_name: Littmann, Sten
  last_name: Littmann
- first_name: Marcel
  full_name: Kuypers, Marcel
  last_name: Kuypers
- first_name: Martin
  full_name: Ackermann, Martin
  last_name: Ackermann
citation:
  ama: Nikolic N, Schreiber F, Dal Co A, et al. Source data for figures and tables.
    2017. doi:<a href="https://doi.org/10.1371/journal.pgen.1007122.s018">10.1371/journal.pgen.1007122.s018</a>
  apa: Nikolic, N., Schreiber, F., Dal Co, A., Kiviet, D., Bergmiller, T., Littmann,
    S., … Ackermann, M. (2017). Source data for figures and tables. Public Library
    of Science. <a href="https://doi.org/10.1371/journal.pgen.1007122.s018">https://doi.org/10.1371/journal.pgen.1007122.s018</a>
  chicago: Nikolic, Nela, Frank Schreiber, Alma Dal Co, Daniel Kiviet, Tobias Bergmiller,
    Sten Littmann, Marcel Kuypers, and Martin Ackermann. “Source Data for Figures
    and Tables.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pgen.1007122.s018">https://doi.org/10.1371/journal.pgen.1007122.s018</a>.
  ieee: N. Nikolic <i>et al.</i>, “Source data for figures and tables.” Public Library
    of Science, 2017.
  ista: Nikolic N, Schreiber F, Dal Co A, Kiviet D, Bergmiller T, Littmann S, Kuypers
    M, Ackermann M. 2017. Source data for figures and tables, Public Library of Science,
    <a href="https://doi.org/10.1371/journal.pgen.1007122.s018">10.1371/journal.pgen.1007122.s018</a>.
  mla: Nikolic, Nela, et al. <i>Source Data for Figures and Tables</i>. Public Library
    of Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pgen.1007122.s018">10.1371/journal.pgen.1007122.s018</a>.
  short: N. Nikolic, F. Schreiber, A. Dal Co, D. Kiviet, T. Bergmiller, S. Littmann,
    M. Kuypers, M. Ackermann, (2017).
date_created: 2021-08-09T13:27:16Z
date_published: 2017-12-18T00:00:00Z
date_updated: 2023-02-23T12:25:04Z
day: '18'
department:
- _id: CaGu
doi: 10.1371/journal.pgen.1007122.s018
month: '12'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '541'
    relation: used_in_publication
    status: public
status: public
title: Source data for figures and tables
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9845'
abstract:
- lang: eng
  text: "Estimates of 13 C-arabinose and 2 H-glucose uptake from the fractions of
    heavy isotopes measured\tin single cells"
article_processing_charge: No
author:
- first_name: Nela
  full_name: Nikolic, Nela
  id: 42D9CABC-F248-11E8-B48F-1D18A9856A87
  last_name: Nikolic
  orcid: 0000-0001-9068-6090
- first_name: Frank
  full_name: Schreiber, Frank
  last_name: Schreiber
- first_name: Alma
  full_name: Dal Co, Alma
  last_name: Dal Co
- first_name: Daniel
  full_name: Kiviet, Daniel
  last_name: Kiviet
- first_name: Tobias
  full_name: Bergmiller, Tobias
  id: 2C471CFA-F248-11E8-B48F-1D18A9856A87
  last_name: Bergmiller
  orcid: 0000-0001-5396-4346
- first_name: Sten
  full_name: Littmann, Sten
  last_name: Littmann
- first_name: Marcel
  full_name: Kuypers, Marcel
  last_name: Kuypers
- first_name: Martin
  full_name: Ackermann, Martin
  last_name: Ackermann
citation:
  ama: Nikolic N, Schreiber F, Dal Co A, et al. Mathematical model. 2017. doi:<a href="https://doi.org/10.1371/journal.pgen.1007122.s017">10.1371/journal.pgen.1007122.s017</a>
  apa: Nikolic, N., Schreiber, F., Dal Co, A., Kiviet, D., Bergmiller, T., Littmann,
    S., … Ackermann, M. (2017). Mathematical model. Public Library of Science. <a
    href="https://doi.org/10.1371/journal.pgen.1007122.s017">https://doi.org/10.1371/journal.pgen.1007122.s017</a>
  chicago: Nikolic, Nela, Frank Schreiber, Alma Dal Co, Daniel Kiviet, Tobias Bergmiller,
    Sten Littmann, Marcel Kuypers, and Martin Ackermann. “Mathematical Model.” Public
    Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pgen.1007122.s017">https://doi.org/10.1371/journal.pgen.1007122.s017</a>.
  ieee: N. Nikolic <i>et al.</i>, “Mathematical model.” Public Library of Science,
    2017.
  ista: Nikolic N, Schreiber F, Dal Co A, Kiviet D, Bergmiller T, Littmann S, Kuypers
    M, Ackermann M. 2017. Mathematical model, Public Library of Science, <a href="https://doi.org/10.1371/journal.pgen.1007122.s017">10.1371/journal.pgen.1007122.s017</a>.
  mla: Nikolic, Nela, et al. <i>Mathematical Model</i>. Public Library of Science,
    2017, doi:<a href="https://doi.org/10.1371/journal.pgen.1007122.s017">10.1371/journal.pgen.1007122.s017</a>.
  short: N. Nikolic, F. Schreiber, A. Dal Co, D. Kiviet, T. Bergmiller, S. Littmann,
    M. Kuypers, M. Ackermann, (2017).
date_created: 2021-08-09T13:31:51Z
date_published: 2017-12-18T00:00:00Z
date_updated: 2023-02-23T12:25:04Z
day: '18'
department:
- _id: CaGu
doi: 10.1371/journal.pgen.1007122.s017
month: '12'
oa_version: None
publisher: Public Library of Science
related_material:
  record:
  - id: '541'
    relation: used_in_publication
    status: public
status: public
title: Mathematical model
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9846'
article_processing_charge: No
author:
- first_name: Nela
  full_name: Nikolic, Nela
  id: 42D9CABC-F248-11E8-B48F-1D18A9856A87
  last_name: Nikolic
  orcid: 0000-0001-9068-6090
- first_name: Frank
  full_name: Schreiber, Frank
  last_name: Schreiber
- first_name: Alma
  full_name: Dal Co, Alma
  last_name: Dal Co
- first_name: Daniel
  full_name: Kiviet, Daniel
  last_name: Kiviet
- first_name: Tobias
  full_name: Bergmiller, Tobias
  id: 2C471CFA-F248-11E8-B48F-1D18A9856A87
  last_name: Bergmiller
  orcid: 0000-0001-5396-4346
- first_name: Sten
  full_name: Littmann, Sten
  last_name: Littmann
- first_name: Marcel
  full_name: Kuypers, Marcel
  last_name: Kuypers
- first_name: Martin
  full_name: Ackermann, Martin
  last_name: Ackermann
citation:
  ama: Nikolic N, Schreiber F, Dal Co A, et al. Supplementary methods. 2017. doi:<a
    href="https://doi.org/10.1371/journal.pgen.1007122.s016">10.1371/journal.pgen.1007122.s016</a>
  apa: Nikolic, N., Schreiber, F., Dal Co, A., Kiviet, D., Bergmiller, T., Littmann,
    S., … Ackermann, M. (2017). Supplementary methods. Public Library of Science.
    <a href="https://doi.org/10.1371/journal.pgen.1007122.s016">https://doi.org/10.1371/journal.pgen.1007122.s016</a>
  chicago: Nikolic, Nela, Frank Schreiber, Alma Dal Co, Daniel Kiviet, Tobias Bergmiller,
    Sten Littmann, Marcel Kuypers, and Martin Ackermann. “Supplementary Methods.”
    Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pgen.1007122.s016">https://doi.org/10.1371/journal.pgen.1007122.s016</a>.
  ieee: N. Nikolic <i>et al.</i>, “Supplementary methods.” Public Library of Science,
    2017.
  ista: Nikolic N, Schreiber F, Dal Co A, Kiviet D, Bergmiller T, Littmann S, Kuypers
    M, Ackermann M. 2017. Supplementary methods, Public Library of Science, <a href="https://doi.org/10.1371/journal.pgen.1007122.s016">10.1371/journal.pgen.1007122.s016</a>.
  mla: Nikolic, Nela, et al. <i>Supplementary Methods</i>. Public Library of Science,
    2017, doi:<a href="https://doi.org/10.1371/journal.pgen.1007122.s016">10.1371/journal.pgen.1007122.s016</a>.
  short: N. Nikolic, F. Schreiber, A. Dal Co, D. Kiviet, T. Bergmiller, S. Littmann,
    M. Kuypers, M. Ackermann, (2017).
date_created: 2021-08-09T13:35:17Z
date_published: 2017-12-18T00:00:00Z
date_updated: 2023-02-23T12:25:04Z
day: '18'
department:
- _id: CaGu
doi: 10.1371/journal.pgen.1007122.s016
month: '12'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '541'
    relation: used_in_publication
    status: public
status: public
title: Supplementary methods
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9847'
abstract:
- lang: eng
  text: information on culture conditions, phage mutagenesis, verification and lysate
    preparation; Raw data
article_processing_charge: No
author:
- first_name: Maros
  full_name: Pleska, Maros
  id: 4569785E-F248-11E8-B48F-1D18A9856A87
  last_name: Pleska
  orcid: 0000-0001-7460-7479
- first_name: Calin C
  full_name: Guet, Calin C
  id: 47F8433E-F248-11E8-B48F-1D18A9856A87
  last_name: Guet
  orcid: 0000-0001-6220-2052
citation:
  ama: Pleska M, Guet CC. Supplementary materials and methods; Full data set from
    effects of mutations in phage restriction sites during escape from restriction–modification.
    2017. doi:<a href="https://doi.org/10.6084/m9.figshare.5633917.v1">10.6084/m9.figshare.5633917.v1</a>
  apa: Pleska, M., &#38; Guet, C. C. (2017). Supplementary materials and methods;
    Full data set from effects of mutations in phage restriction sites during escape
    from restriction–modification. The Royal Society. <a href="https://doi.org/10.6084/m9.figshare.5633917.v1">https://doi.org/10.6084/m9.figshare.5633917.v1</a>
  chicago: Pleska, Maros, and Calin C Guet. “Supplementary Materials and Methods;
    Full Data Set from Effects of Mutations in Phage Restriction Sites during Escape
    from Restriction–Modification.” The Royal Society, 2017. <a href="https://doi.org/10.6084/m9.figshare.5633917.v1">https://doi.org/10.6084/m9.figshare.5633917.v1</a>.
  ieee: M. Pleska and C. C. Guet, “Supplementary materials and methods; Full data
    set from effects of mutations in phage restriction sites during escape from restriction–modification.”
    The Royal Society, 2017.
  ista: Pleska M, Guet CC. 2017. Supplementary materials and methods; Full data set
    from effects of mutations in phage restriction sites during escape from restriction–modification,
    The Royal Society, <a href="https://doi.org/10.6084/m9.figshare.5633917.v1">10.6084/m9.figshare.5633917.v1</a>.
  mla: Pleska, Maros, and Calin C. Guet. <i>Supplementary Materials and Methods; Full
    Data Set from Effects of Mutations in Phage Restriction Sites during Escape from
    Restriction–Modification</i>. The Royal Society, 2017, doi:<a href="https://doi.org/10.6084/m9.figshare.5633917.v1">10.6084/m9.figshare.5633917.v1</a>.
  short: M. Pleska, C.C. Guet, (2017).
date_created: 2021-08-09T13:54:38Z
date_published: 2017-11-27T00:00:00Z
date_updated: 2023-02-23T12:29:44Z
day: '27'
department:
- _id: CaGu
doi: 10.6084/m9.figshare.5633917.v1
main_file_link:
- open_access: '1'
  url: https://doi.org/10.6084/m9.figshare.5633917.v1
month: '11'
oa: 1
oa_version: Published Version
publisher: The Royal Society
related_material:
  record:
  - id: '561'
    relation: used_in_publication
    status: public
status: public
title: Supplementary materials and methods; Full data set from effects of mutations
  in phage restriction sites during escape from restriction–modification
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9849'
abstract:
- lang: eng
  text: This text provides additional information about the model, a derivation of
    the analytic results in Eq (4), and details about simulations of an additional
    parameter set.
article_processing_charge: No
author:
- first_name: Marta
  full_name: Lukacisinova, Marta
  id: 4342E402-F248-11E8-B48F-1D18A9856A87
  last_name: Lukacisinova
  orcid: 0000-0002-2519-8004
- first_name: Sebastian
  full_name: Novak, Sebastian
  id: 461468AE-F248-11E8-B48F-1D18A9856A87
  last_name: Novak
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
citation:
  ama: Lukacisinova M, Novak S, Paixao T. Modelling and simulation details. 2017.
    doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s001">10.1371/journal.pcbi.1005609.s001</a>
  apa: Lukacisinova, M., Novak, S., &#38; Paixao, T. (2017). Modelling and simulation
    details. Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s001">https://doi.org/10.1371/journal.pcbi.1005609.s001</a>
  chicago: Lukacisinova, Marta, Sebastian Novak, and Tiago Paixao. “Modelling and
    Simulation Details.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s001">https://doi.org/10.1371/journal.pcbi.1005609.s001</a>.
  ieee: M. Lukacisinova, S. Novak, and T. Paixao, “Modelling and simulation details.”
    Public Library of Science, 2017.
  ista: Lukacisinova M, Novak S, Paixao T. 2017. Modelling and simulation details,
    Public Library of Science, <a href="https://doi.org/10.1371/journal.pcbi.1005609.s001">10.1371/journal.pcbi.1005609.s001</a>.
  mla: Lukacisinova, Marta, et al. <i>Modelling and Simulation Details</i>. Public
    Library of Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s001">10.1371/journal.pcbi.1005609.s001</a>.
  short: M. Lukacisinova, S. Novak, T. Paixao, (2017).
date_created: 2021-08-09T14:02:34Z
date_published: 2017-07-18T00:00:00Z
date_updated: 2023-02-23T12:55:39Z
day: '18'
department:
- _id: ToBo
- _id: NiBa
- _id: CaGu
doi: 10.1371/journal.pcbi.1005609.s001
month: '07'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '696'
    relation: used_in_publication
    status: public
status: public
title: Modelling and simulation details
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9850'
abstract:
- lang: eng
  text: In this text, we discuss how a cost of resistance and the possibility of lethal
    mutations impact our model.
article_processing_charge: No
author:
- first_name: Marta
  full_name: Lukacisinova, Marta
  id: 4342E402-F248-11E8-B48F-1D18A9856A87
  last_name: Lukacisinova
  orcid: 0000-0002-2519-8004
- first_name: Sebastian
  full_name: Novak, Sebastian
  id: 461468AE-F248-11E8-B48F-1D18A9856A87
  last_name: Novak
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
citation:
  ama: Lukacisinova M, Novak S, Paixao T. Extensions of the model. 2017. doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s002">10.1371/journal.pcbi.1005609.s002</a>
  apa: Lukacisinova, M., Novak, S., &#38; Paixao, T. (2017). Extensions of the model.
    Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s002">https://doi.org/10.1371/journal.pcbi.1005609.s002</a>
  chicago: Lukacisinova, Marta, Sebastian Novak, and Tiago Paixao. “Extensions of
    the Model.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s002">https://doi.org/10.1371/journal.pcbi.1005609.s002</a>.
  ieee: M. Lukacisinova, S. Novak, and T. Paixao, “Extensions of the model.” Public
    Library of Science, 2017.
  ista: Lukacisinova M, Novak S, Paixao T. 2017. Extensions of the model, Public Library
    of Science, <a href="https://doi.org/10.1371/journal.pcbi.1005609.s002">10.1371/journal.pcbi.1005609.s002</a>.
  mla: Lukacisinova, Marta, et al. <i>Extensions of the Model</i>. Public Library
    of Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s002">10.1371/journal.pcbi.1005609.s002</a>.
  short: M. Lukacisinova, S. Novak, T. Paixao, (2017).
date_created: 2021-08-09T14:05:24Z
date_published: 2017-07-18T00:00:00Z
date_updated: 2023-02-23T12:55:39Z
day: '18'
department:
- _id: ToBo
- _id: CaGu
- _id: NiBa
doi: 10.1371/journal.pcbi.1005609.s002
month: '07'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '696'
    relation: used_in_publication
    status: public
status: public
title: Extensions of the model
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9851'
abstract:
- lang: eng
  text: Based on the intuitive derivation of the dynamics of SIM allele frequency
    pM in the main text, we present a heuristic prediction for the long-term SIM allele
    frequencies with χ > 1 stresses and compare it to numerical simulations.
article_processing_charge: No
author:
- first_name: Marta
  full_name: Lukacisinova, Marta
  id: 4342E402-F248-11E8-B48F-1D18A9856A87
  last_name: Lukacisinova
  orcid: 0000-0002-2519-8004
- first_name: Sebastian
  full_name: Novak, Sebastian
  id: 461468AE-F248-11E8-B48F-1D18A9856A87
  last_name: Novak
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
citation:
  ama: Lukacisinova M, Novak S, Paixao T. Heuristic prediction for multiple stresses.
    2017. doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s003">10.1371/journal.pcbi.1005609.s003</a>
  apa: Lukacisinova, M., Novak, S., &#38; Paixao, T. (2017). Heuristic prediction
    for multiple stresses. Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s003">https://doi.org/10.1371/journal.pcbi.1005609.s003</a>
  chicago: Lukacisinova, Marta, Sebastian Novak, and Tiago Paixao. “Heuristic Prediction
    for Multiple Stresses.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s003">https://doi.org/10.1371/journal.pcbi.1005609.s003</a>.
  ieee: M. Lukacisinova, S. Novak, and T. Paixao, “Heuristic prediction for multiple
    stresses.” Public Library of Science, 2017.
  ista: Lukacisinova M, Novak S, Paixao T. 2017. Heuristic prediction for multiple
    stresses, Public Library of Science, <a href="https://doi.org/10.1371/journal.pcbi.1005609.s003">10.1371/journal.pcbi.1005609.s003</a>.
  mla: Lukacisinova, Marta, et al. <i>Heuristic Prediction for Multiple Stresses</i>.
    Public Library of Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s003">10.1371/journal.pcbi.1005609.s003</a>.
  short: M. Lukacisinova, S. Novak, T. Paixao, (2017).
date_created: 2021-08-09T14:08:14Z
date_published: 2017-07-18T00:00:00Z
date_updated: 2023-02-23T12:55:39Z
day: '18'
department:
- _id: ToBo
- _id: CaGu
- _id: NiBa
doi: 10.1371/journal.pcbi.1005609.s003
month: '07'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '696'
    relation: used_in_publication
    status: public
status: public
title: Heuristic prediction for multiple stresses
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9852'
abstract:
- lang: eng
  text: We show how different combination strategies affect the fraction of individuals
    that are multi-resistant.
article_processing_charge: No
author:
- first_name: Marta
  full_name: Lukacisinova, Marta
  id: 4342E402-F248-11E8-B48F-1D18A9856A87
  last_name: Lukacisinova
  orcid: 0000-0002-2519-8004
- first_name: Sebastian
  full_name: Novak, Sebastian
  id: 461468AE-F248-11E8-B48F-1D18A9856A87
  last_name: Novak
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
citation:
  ama: Lukacisinova M, Novak S, Paixao T. Resistance frequencies for different combination
    strategies. 2017. doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s004">10.1371/journal.pcbi.1005609.s004</a>
  apa: Lukacisinova, M., Novak, S., &#38; Paixao, T. (2017). Resistance frequencies
    for different combination strategies. Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s004">https://doi.org/10.1371/journal.pcbi.1005609.s004</a>
  chicago: Lukacisinova, Marta, Sebastian Novak, and Tiago Paixao. “Resistance Frequencies
    for Different Combination Strategies.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pcbi.1005609.s004">https://doi.org/10.1371/journal.pcbi.1005609.s004</a>.
  ieee: M. Lukacisinova, S. Novak, and T. Paixao, “Resistance frequencies for different
    combination strategies.” Public Library of Science, 2017.
  ista: Lukacisinova M, Novak S, Paixao T. 2017. Resistance frequencies for different
    combination strategies, Public Library of Science, <a href="https://doi.org/10.1371/journal.pcbi.1005609.s004">10.1371/journal.pcbi.1005609.s004</a>.
  mla: Lukacisinova, Marta, et al. <i>Resistance Frequencies for Different Combination
    Strategies</i>. Public Library of Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pcbi.1005609.s004">10.1371/journal.pcbi.1005609.s004</a>.
  short: M. Lukacisinova, S. Novak, T. Paixao, (2017).
date_created: 2021-08-09T14:11:40Z
date_published: 2017-07-18T00:00:00Z
date_updated: 2023-02-23T12:55:39Z
day: '18'
department:
- _id: ToBo
- _id: CaGu
- _id: NiBa
doi: 10.1371/journal.pcbi.1005609.s004
month: '07'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '696'
    relation: used_in_publication
    status: public
status: public
title: Resistance frequencies for different combination strategies
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9853'
abstract:
- lang: eng
  text: Egg laying rates and infection loads of C. obscurior queens
article_processing_charge: No
author:
- first_name: Julia
  full_name: Giehr, Julia
  last_name: Giehr
- first_name: Anna V
  full_name: Grasse, Anna V
  id: 406F989C-F248-11E8-B48F-1D18A9856A87
  last_name: Grasse
- first_name: Sylvia
  full_name: Cremer, Sylvia
  id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87
  last_name: Cremer
  orcid: 0000-0002-2193-3868
- first_name: Jürgen
  full_name: Heinze, Jürgen
  last_name: Heinze
- first_name: Alexandra
  full_name: Schrempf, Alexandra
  last_name: Schrempf
citation:
  ama: Giehr J, Grasse AV, Cremer S, Heinze J, Schrempf A. Raw data from ant queens
    increase their reproductive efforts after pathogen infection. 2017. doi:<a href="https://doi.org/10.6084/m9.figshare.5117788.v1">10.6084/m9.figshare.5117788.v1</a>
  apa: Giehr, J., Grasse, A. V., Cremer, S., Heinze, J., &#38; Schrempf, A. (2017).
    Raw data from ant queens increase their reproductive efforts after pathogen infection.
    The Royal Society. <a href="https://doi.org/10.6084/m9.figshare.5117788.v1">https://doi.org/10.6084/m9.figshare.5117788.v1</a>
  chicago: Giehr, Julia, Anna V Grasse, Sylvia Cremer, Jürgen Heinze, and Alexandra
    Schrempf. “Raw Data from Ant Queens Increase Their Reproductive Efforts after
    Pathogen Infection.” The Royal Society, 2017. <a href="https://doi.org/10.6084/m9.figshare.5117788.v1">https://doi.org/10.6084/m9.figshare.5117788.v1</a>.
  ieee: J. Giehr, A. V. Grasse, S. Cremer, J. Heinze, and A. Schrempf, “Raw data from
    ant queens increase their reproductive efforts after pathogen infection.” The
    Royal Society, 2017.
  ista: Giehr J, Grasse AV, Cremer S, Heinze J, Schrempf A. 2017. Raw data from ant
    queens increase their reproductive efforts after pathogen infection, The Royal
    Society, <a href="https://doi.org/10.6084/m9.figshare.5117788.v1">10.6084/m9.figshare.5117788.v1</a>.
  mla: Giehr, Julia, et al. <i>Raw Data from Ant Queens Increase Their Reproductive
    Efforts after Pathogen Infection</i>. The Royal Society, 2017, doi:<a href="https://doi.org/10.6084/m9.figshare.5117788.v1">10.6084/m9.figshare.5117788.v1</a>.
  short: J. Giehr, A.V. Grasse, S. Cremer, J. Heinze, A. Schrempf, (2017).
date_created: 2021-08-10T06:57:57Z
date_published: 2017-06-19T00:00:00Z
date_updated: 2023-09-26T15:45:47Z
day: '19'
department:
- _id: SyCr
doi: 10.6084/m9.figshare.5117788.v1
main_file_link:
- open_access: '1'
  url: https://doi.org/10.6084/m9.figshare.5117788.v1
month: '06'
oa: 1
oa_version: Published Version
publisher: The Royal Society
related_material:
  record:
  - id: '914'
    relation: used_in_publication
    status: public
status: public
title: Raw data from ant queens increase their reproductive efforts after pathogen
  infection
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9855'
abstract:
- lang: eng
  text: Includes derivation of optimal estimation algorithm, generalisation to non-poisson
    noise statistics, correlated input noise, and implementation of in a multi-layer
    neural network.
article_processing_charge: No
author:
- first_name: Matthew J
  full_name: Chalk, Matthew J
  id: 2BAAC544-F248-11E8-B48F-1D18A9856A87
  last_name: Chalk
  orcid: 0000-0001-7782-4436
- first_name: Paul
  full_name: Masset, Paul
  last_name: Masset
- first_name: Boris
  full_name: Gutkin, Boris
  last_name: Gutkin
- first_name: Sophie
  full_name: Denève, Sophie
  last_name: Denève
citation:
  ama: Chalk MJ, Masset P, Gutkin B, Denève S. Supplementary appendix. 2017. doi:<a
    href="https://doi.org/10.1371/journal.pcbi.1005582.s001">10.1371/journal.pcbi.1005582.s001</a>
  apa: Chalk, M. J., Masset, P., Gutkin, B., &#38; Denève, S. (2017). Supplementary
    appendix. Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">https://doi.org/10.1371/journal.pcbi.1005582.s001</a>
  chicago: Chalk, Matthew J, Paul Masset, Boris Gutkin, and Sophie Denève. “Supplementary
    Appendix.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">https://doi.org/10.1371/journal.pcbi.1005582.s001</a>.
  ieee: M. J. Chalk, P. Masset, B. Gutkin, and S. Denève, “Supplementary appendix.”
    Public Library of Science, 2017.
  ista: Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Supplementary appendix, Public
    Library of Science, <a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">10.1371/journal.pcbi.1005582.s001</a>.
  mla: Chalk, Matthew J., et al. <i>Supplementary Appendix</i>. Public Library of
    Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">10.1371/journal.pcbi.1005582.s001</a>.
  short: M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
date_created: 2021-08-10T07:05:10Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2023-02-23T12:52:17Z
day: '01'
department:
- _id: GaTk
doi: 10.1371/journal.pcbi.1005582.s001
month: '06'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '680'
    relation: used_in_publication
    status: public
status: public
title: Supplementary appendix
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9856'
article_processing_charge: No
author:
- first_name: Tom
  full_name: Schmidt, Tom
  last_name: Schmidt
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Gordana
  full_name: Rasic, Gordana
  last_name: Rasic
- first_name: Andrew
  full_name: Turley, Andrew
  last_name: Turley
- first_name: Brian
  full_name: Montgomery, Brian
  last_name: Montgomery
- first_name: Inaki
  full_name: Iturbe Ormaetxe, Inaki
  last_name: Iturbe Ormaetxe
- first_name: Peter
  full_name: Cook, Peter
  last_name: Cook
- first_name: Peter
  full_name: Ryan, Peter
  last_name: Ryan
- first_name: Scott
  full_name: Ritchie, Scott
  last_name: Ritchie
- first_name: Ary
  full_name: Hoffmann, Ary
  last_name: Hoffmann
- first_name: Scott
  full_name: O’Neill, Scott
  last_name: O’Neill
- first_name: Michael
  full_name: Turelli, Michael
  last_name: Turelli
citation:
  ama: Schmidt T, Barton NH, Rasic G, et al. Supporting Information concerning additional
    likelihood analyses and results. 2017. doi:<a href="https://doi.org/10.1371/journal.pbio.2001894.s014">10.1371/journal.pbio.2001894.s014</a>
  apa: Schmidt, T., Barton, N. H., Rasic, G., Turley, A., Montgomery, B., Iturbe Ormaetxe,
    I., … Turelli, M. (2017). Supporting Information concerning additional likelihood
    analyses and results. Public Library of Science. <a href="https://doi.org/10.1371/journal.pbio.2001894.s014">https://doi.org/10.1371/journal.pbio.2001894.s014</a>
  chicago: Schmidt, Tom, Nicholas H Barton, Gordana Rasic, Andrew Turley, Brian Montgomery,
    Inaki Iturbe Ormaetxe, Peter Cook, et al. “Supporting Information Concerning Additional
    Likelihood Analyses and Results.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pbio.2001894.s014">https://doi.org/10.1371/journal.pbio.2001894.s014</a>.
  ieee: T. Schmidt <i>et al.</i>, “Supporting Information concerning additional likelihood
    analyses and results.” Public Library of Science, 2017.
  ista: Schmidt T, Barton NH, Rasic G, Turley A, Montgomery B, Iturbe Ormaetxe I,
    Cook P, Ryan P, Ritchie S, Hoffmann A, O’Neill S, Turelli M. 2017. Supporting
    Information concerning additional likelihood analyses and results, Public Library
    of Science, <a href="https://doi.org/10.1371/journal.pbio.2001894.s014">10.1371/journal.pbio.2001894.s014</a>.
  mla: Schmidt, Tom, et al. <i>Supporting Information Concerning Additional Likelihood
    Analyses and Results</i>. Public Library of Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pbio.2001894.s014">10.1371/journal.pbio.2001894.s014</a>.
  short: T. Schmidt, N.H. Barton, G. Rasic, A. Turley, B. Montgomery, I. Iturbe Ormaetxe,
    P. Cook, P. Ryan, S. Ritchie, A. Hoffmann, S. O’Neill, M. Turelli, (2017).
date_created: 2021-08-10T07:36:04Z
date_published: 2017-05-30T00:00:00Z
date_updated: 2023-09-22T10:02:51Z
day: '30'
department:
- _id: NiBa
doi: 10.1371/journal.pbio.2001894.s014
month: '05'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '951'
    relation: used_in_publication
    status: public
status: public
title: Supporting Information concerning additional likelihood analyses and results
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9857'
article_processing_charge: No
author:
- first_name: Tom
  full_name: Schmidt, Tom
  last_name: Schmidt
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Gordana
  full_name: Rasic, Gordana
  last_name: Rasic
- first_name: Andrew
  full_name: Turley, Andrew
  last_name: Turley
- first_name: Brian
  full_name: Montgomery, Brian
  last_name: Montgomery
- first_name: Inaki
  full_name: Iturbe Ormaetxe, Inaki
  last_name: Iturbe Ormaetxe
- first_name: Peter
  full_name: Cook, Peter
  last_name: Cook
- first_name: Peter
  full_name: Ryan, Peter
  last_name: Ryan
- first_name: Scott
  full_name: Ritchie, Scott
  last_name: Ritchie
- first_name: Ary
  full_name: Hoffmann, Ary
  last_name: Hoffmann
- first_name: Scott
  full_name: O’Neill, Scott
  last_name: O’Neill
- first_name: Michael
  full_name: Turelli, Michael
  last_name: Turelli
citation:
  ama: Schmidt T, Barton NH, Rasic G, et al. Supporting information concerning observed
    wMel frequencies and analyses of habitat variables. 2017. doi:<a href="https://doi.org/10.1371/journal.pbio.2001894.s015">10.1371/journal.pbio.2001894.s015</a>
  apa: Schmidt, T., Barton, N. H., Rasic, G., Turley, A., Montgomery, B., Iturbe Ormaetxe,
    I., … Turelli, M. (2017). Supporting information concerning observed wMel frequencies
    and analyses of habitat variables. Public Library of Science . <a href="https://doi.org/10.1371/journal.pbio.2001894.s015">https://doi.org/10.1371/journal.pbio.2001894.s015</a>
  chicago: Schmidt, Tom, Nicholas H Barton, Gordana Rasic, Andrew Turley, Brian Montgomery,
    Inaki Iturbe Ormaetxe, Peter Cook, et al. “Supporting Information Concerning Observed
    WMel Frequencies and Analyses of Habitat Variables.” Public Library of Science
    , 2017. <a href="https://doi.org/10.1371/journal.pbio.2001894.s015">https://doi.org/10.1371/journal.pbio.2001894.s015</a>.
  ieee: T. Schmidt <i>et al.</i>, “Supporting information concerning observed wMel
    frequencies and analyses of habitat variables.” Public Library of Science , 2017.
  ista: Schmidt T, Barton NH, Rasic G, Turley A, Montgomery B, Iturbe Ormaetxe I,
    Cook P, Ryan P, Ritchie S, Hoffmann A, O’Neill S, Turelli M. 2017. Supporting
    information concerning observed wMel frequencies and analyses of habitat variables,
    Public Library of Science , <a href="https://doi.org/10.1371/journal.pbio.2001894.s015">10.1371/journal.pbio.2001894.s015</a>.
  mla: Schmidt, Tom, et al. <i>Supporting Information Concerning Observed WMel Frequencies
    and Analyses of Habitat Variables</i>. Public Library of Science , 2017, doi:<a
    href="https://doi.org/10.1371/journal.pbio.2001894.s015">10.1371/journal.pbio.2001894.s015</a>.
  short: T. Schmidt, N.H. Barton, G. Rasic, A. Turley, B. Montgomery, I. Iturbe Ormaetxe,
    P. Cook, P. Ryan, S. Ritchie, A. Hoffmann, S. O’Neill, M. Turelli, (2017).
date_created: 2021-08-10T07:41:52Z
date_published: 2017-05-30T00:00:00Z
date_updated: 2023-09-22T10:02:51Z
day: '30'
department:
- _id: NiBa
doi: 10.1371/journal.pbio.2001894.s015
month: '05'
oa_version: Published Version
publisher: 'Public Library of Science '
related_material:
  record:
  - id: '951'
    relation: used_in_publication
    status: public
status: public
title: Supporting information concerning observed wMel frequencies and analyses of
  habitat variables
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9858'
article_processing_charge: No
author:
- first_name: Tom
  full_name: Schmidt, Tom
  last_name: Schmidt
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Gordana
  full_name: Rasic, Gordana
  last_name: Rasic
- first_name: Andrew
  full_name: Turley, Andrew
  last_name: Turley
- first_name: Brian
  full_name: Montgomery, Brian
  last_name: Montgomery
- first_name: Inaki
  full_name: Iturbe Ormaetxe, Inaki
  last_name: Iturbe Ormaetxe
- first_name: Peter
  full_name: Cook, Peter
  last_name: Cook
- first_name: Peter
  full_name: Ryan, Peter
  last_name: Ryan
- first_name: Scott
  full_name: Ritchie, Scott
  last_name: Ritchie
- first_name: Ary
  full_name: Hoffmann, Ary
  last_name: Hoffmann
- first_name: Scott
  full_name: O’Neill, Scott
  last_name: O’Neill
- first_name: Michael
  full_name: Turelli, Michael
  last_name: Turelli
citation:
  ama: Schmidt T, Barton NH, Rasic G, et al. Excel file with data on mosquito densities,
    Wolbachia infection status and housing characteristics. 2017. doi:<a href="https://doi.org/10.1371/journal.pbio.2001894.s016">10.1371/journal.pbio.2001894.s016</a>
  apa: Schmidt, T., Barton, N. H., Rasic, G., Turley, A., Montgomery, B., Iturbe Ormaetxe,
    I., … Turelli, M. (2017). Excel file with data on mosquito densities, Wolbachia
    infection status and housing characteristics. Public Library of Science. <a href="https://doi.org/10.1371/journal.pbio.2001894.s016">https://doi.org/10.1371/journal.pbio.2001894.s016</a>
  chicago: Schmidt, Tom, Nicholas H Barton, Gordana Rasic, Andrew Turley, Brian Montgomery,
    Inaki Iturbe Ormaetxe, Peter Cook, et al. “Excel File with Data on Mosquito Densities,
    Wolbachia Infection Status and Housing Characteristics.” Public Library of Science,
    2017. <a href="https://doi.org/10.1371/journal.pbio.2001894.s016">https://doi.org/10.1371/journal.pbio.2001894.s016</a>.
  ieee: T. Schmidt <i>et al.</i>, “Excel file with data on mosquito densities, Wolbachia
    infection status and housing characteristics.” Public Library of Science, 2017.
  ista: Schmidt T, Barton NH, Rasic G, Turley A, Montgomery B, Iturbe Ormaetxe I,
    Cook P, Ryan P, Ritchie S, Hoffmann A, O’Neill S, Turelli M. 2017. Excel file
    with data on mosquito densities, Wolbachia infection status and housing characteristics,
    Public Library of Science, <a href="https://doi.org/10.1371/journal.pbio.2001894.s016">10.1371/journal.pbio.2001894.s016</a>.
  mla: Schmidt, Tom, et al. <i>Excel File with Data on Mosquito Densities, Wolbachia
    Infection Status and Housing Characteristics</i>. Public Library of Science, 2017,
    doi:<a href="https://doi.org/10.1371/journal.pbio.2001894.s016">10.1371/journal.pbio.2001894.s016</a>.
  short: T. Schmidt, N.H. Barton, G. Rasic, A. Turley, B. Montgomery, I. Iturbe Ormaetxe,
    P. Cook, P. Ryan, S. Ritchie, A. Hoffmann, S. O’Neill, M. Turelli, (2017).
date_created: 2021-08-10T07:47:07Z
date_published: 2017-05-30T00:00:00Z
date_updated: 2023-09-22T10:02:51Z
day: '30'
department:
- _id: NiBa
doi: 10.1371/journal.pbio.2001894.s016
month: '05'
oa_version: Published Version
publisher: Public Library of Science
related_material:
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  - id: '951'
    relation: used_in_publication
    status: public
status: public
title: Excel file with data on mosquito densities, Wolbachia infection status and
  housing characteristics
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
