---
OA_type: closed access
_id: '20219'
abstract:
- lang: eng
  text: Reproduction is a fundamental biological process, with organisms reproducing
    sexually, asexually, and, in some cases, utilizing both modes of reproduction
    within the same population. Does the ability to reproduce through a combination
    of asexual and sexual modes offer an evolutionary advantage over relying on either
    mode alone? Here, we introduce an empirically driven theoretical model to examine
    the dynamics and interplay between sexual and asexual reproduction in stick insect
    populations. We analyse it using a novel phase transition approach and corroborate
    it using published experimental data. We find that the presence of males can either
    increase or decrease the overall population size. However, maintaining an optimal
    ratio of parthenogenetic to sexual reproduction is crucial for male resilience,
    effectively delaying male extinction. Conversely, extreme levels of parthenogenetic
    reproduction—whether too high or too low—can lead to male extinction, emphasizing
    the need for a balanced number of virgin females to ensure the persistence of
    males. Our model also explains male absence in Carausius morosus and persistence
    in Extatosoma tiaratum. Our findings provide valuable insights into the interplay
    of reproductive strategies and contribute to broader discussions on the transitions
    between sexual and asexual reproduction.
acknowledgement: We acknowledge Prof. Uri Alon for introducing us to the topic of
  systems biology during the graduate course at the Weizmann Institute of Science,
  whose insights and teachings have greatly inspired this work.
article_number: '20250202'
article_processing_charge: No
article_type: original
author:
- first_name: Oran
  full_name: Ayalon, Oran
  last_name: Ayalon
- first_name: Harikrishnan
  full_name: Rajendran, Harikrishnan
  id: 876b6b34-8ff4-11ec-97c9-8d95a7aae416
  last_name: Rajendran
citation:
  ama: Ayalon O, Rajendran H. Interplay of asexual and sexual reproduction in bifunctional
    insects. <i>Journal of the Royal Society Interface</i>. 2025;22(229). doi:<a href="https://doi.org/10.1098/rsif.2025.0202">10.1098/rsif.2025.0202</a>
  apa: Ayalon, O., &#38; Rajendran, H. (2025). Interplay of asexual and sexual reproduction
    in bifunctional insects. <i>Journal of the Royal Society Interface</i>. Royal
    Society. <a href="https://doi.org/10.1098/rsif.2025.0202">https://doi.org/10.1098/rsif.2025.0202</a>
  chicago: Ayalon, Oran, and Harikrishnan Rajendran. “Interplay of Asexual and Sexual
    Reproduction in Bifunctional Insects.” <i>Journal of the Royal Society Interface</i>.
    Royal Society, 2025. <a href="https://doi.org/10.1098/rsif.2025.0202">https://doi.org/10.1098/rsif.2025.0202</a>.
  ieee: O. Ayalon and H. Rajendran, “Interplay of asexual and sexual reproduction
    in bifunctional insects,” <i>Journal of the Royal Society Interface</i>, vol.
    22, no. 229. Royal Society, 2025.
  ista: Ayalon O, Rajendran H. 2025. Interplay of asexual and sexual reproduction
    in bifunctional insects. Journal of the Royal Society Interface. 22(229), 20250202.
  mla: Ayalon, Oran, and Harikrishnan Rajendran. “Interplay of Asexual and Sexual
    Reproduction in Bifunctional Insects.” <i>Journal of the Royal Society Interface</i>,
    vol. 22, no. 229, 20250202, Royal Society, 2025, doi:<a href="https://doi.org/10.1098/rsif.2025.0202">10.1098/rsif.2025.0202</a>.
  short: O. Ayalon, H. Rajendran, Journal of the Royal Society Interface 22 (2025).
corr_author: '1'
date_created: 2025-08-24T22:01:30Z
date_published: 2025-08-13T00:00:00Z
date_updated: 2026-08-12T14:09:20Z
day: '13'
department:
- _id: SyCr
doi: 10.1098/rsif.2025.0202
external_id:
  isi:
  - '001548084900001'
  pmid:
  - '40799050'
intvolume: '        22'
isi: 1
issue: '229'
language:
- iso: eng
month: '08'
oa_version: None
pmid: 1
publication: Journal of the Royal Society Interface
publication_identifier:
  eissn:
  - 1742-5662
  issn:
  - 1742-5689
publication_status: published
publisher: Royal Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Interplay of asexual and sexual reproduction in bifunctional insects
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 22
year: '2025'
...
---
_id: '14657'
abstract:
- lang: eng
  text: 'Natural selection is usually studied between mutants that differ in reproductive
    rate, but are subject to the same population structure. Here we explore how natural
    selection acts on mutants that have the same reproductive rate, but different
    population structures. In our framework, population structure is given by a graph
    that specifies where offspring can disperse. The invading mutant disperses offspring
    on a different graph than the resident wild-type. We find that more densely connected
    dispersal graphs tend to increase the invader’s fixation probability, but the
    exact relationship between structure and fixation probability is subtle. We present
    three main results. First, we prove that if both invader and resident are on complete
    dispersal graphs, then removing a single edge in the invader’s dispersal graph
    reduces its fixation probability. Second, we show that for certain island models
    higher invader’s connectivity increases its fixation probability, but the magnitude
    of the effect depends on the exact layout of the connections. Third, we show that
    for lattices the effect of different connectivity is comparable to that of different
    fitness: for large population size, the invader’s fixation probability is either
    constant or exponentially small, depending on whether it is more or less connected
    than the resident.'
acknowledgement: K.C. acknowledges support from the ERC CoG 863818(ForM-SMArt). J.T.
  is supported by Center for Foundations ofModern Computer Science (Charles Univ.
  project UNCE/SCI/004).
article_number: '20230355'
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Josef
  full_name: Tkadlec, Josef
  id: 3F24CCC8-F248-11E8-B48F-1D18A9856A87
  last_name: Tkadlec
  orcid: 0000-0002-1097-9684
- first_name: Kamran
  full_name: Kaveh, Kamran
  last_name: Kaveh
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin A.
  full_name: Nowak, Martin A.
  last_name: Nowak
citation:
  ama: Tkadlec J, Kaveh K, Chatterjee K, Nowak MA. Evolutionary dynamics of mutants
    that modify population structure. <i>Journal of the Royal Society Interface</i>.
    2023;20(208). doi:<a href="https://doi.org/10.1098/rsif.2023.0355">10.1098/rsif.2023.0355</a>
  apa: Tkadlec, J., Kaveh, K., Chatterjee, K., &#38; Nowak, M. A. (2023). Evolutionary
    dynamics of mutants that modify population structure. <i>Journal of the Royal
    Society Interface</i>. Royal Society. <a href="https://doi.org/10.1098/rsif.2023.0355">https://doi.org/10.1098/rsif.2023.0355</a>
  chicago: Tkadlec, Josef, Kamran Kaveh, Krishnendu Chatterjee, and Martin A. Nowak.
    “Evolutionary Dynamics of Mutants That Modify Population Structure.” <i>Journal
    of the Royal Society Interface</i>. Royal Society, 2023. <a href="https://doi.org/10.1098/rsif.2023.0355">https://doi.org/10.1098/rsif.2023.0355</a>.
  ieee: J. Tkadlec, K. Kaveh, K. Chatterjee, and M. A. Nowak, “Evolutionary dynamics
    of mutants that modify population structure,” <i>Journal of the Royal Society
    Interface</i>, vol. 20, no. 208. Royal Society, 2023.
  ista: Tkadlec J, Kaveh K, Chatterjee K, Nowak MA. 2023. Evolutionary dynamics of
    mutants that modify population structure. Journal of the Royal Society Interface.
    20(208), 20230355.
  mla: Tkadlec, Josef, et al. “Evolutionary Dynamics of Mutants That Modify Population
    Structure.” <i>Journal of the Royal Society Interface</i>, vol. 20, no. 208, 20230355,
    Royal Society, 2023, doi:<a href="https://doi.org/10.1098/rsif.2023.0355">10.1098/rsif.2023.0355</a>.
  short: J. Tkadlec, K. Kaveh, K. Chatterjee, M.A. Nowak, Journal of the Royal Society
    Interface 20 (2023).
date_created: 2023-12-10T23:00:58Z
date_published: 2023-11-29T00:00:00Z
date_updated: 2026-08-12T14:05:25Z
day: '29'
ddc:
- '000'
- '570'
department:
- _id: KrCh
doi: 10.1098/rsif.2023.0355
ec_funded: 1
external_id:
  isi:
  - '001124419300002'
  pmid:
  - '38016637'
file:
- access_level: open_access
  checksum: 2eefab13127c7786dbd33303c482a004
  content_type: application/pdf
  creator: dernst
  date_created: 2023-12-11T11:10:32Z
  date_updated: 2023-12-11T11:10:32Z
  file_id: '14673'
  file_name: 2023_RoyalInterface_Tkadlec.pdf
  file_size: 1720243
  relation: main_file
  success: 1
file_date_updated: 2023-12-11T11:10:32Z
has_accepted_license: '1'
intvolume: '        20'
isi: 1
issue: '208'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '11'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication: Journal of the Royal Society Interface
publication_identifier:
  eissn:
  - 1742-5662
publication_status: published
publisher: Royal Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Evolutionary dynamics of mutants that modify population structure
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 20
year: '2023'
...
---
_id: '7651'
abstract:
- lang: eng
  text: The growth of snail shells can be described by simple mathematical rules.
    Variation in a few parameters can explain much of the diversity of shell shapes
    seen in nature. However, empirical studies of gastropod shell shape variation
    typically use geometric morphometric approaches, which do not capture this growth
    pattern. We have developed a way to infer a set of developmentally descriptive
    shape parameters based on three-dimensional logarithmic helicospiral growth and
    using landmarks from two-dimensional shell images as input. We demonstrate the
    utility of this approach, and compare it to the geometric morphometric approach,
    using a large set of Littorina saxatilis shells in which locally adapted populations
    differ in shape. Our method can be modified easily to make it applicable to a
    wide range of shell forms, which would allow for investigations of the similarities
    and differences between and within many different species of gastropods.
article_number: '20190721'
article_processing_charge: No
article_type: original
author:
- first_name: J.
  full_name: Larsson, J.
  last_name: Larsson
- first_name: Anja M
  full_name: Westram, Anja M
  id: 3C147470-F248-11E8-B48F-1D18A9856A87
  last_name: Westram
  orcid: 0000-0003-1050-4969
- first_name: S.
  full_name: Bengmark, S.
  last_name: Bengmark
- first_name: T.
  full_name: Lundh, T.
  last_name: Lundh
- first_name: R. K.
  full_name: Butlin, R. K.
  last_name: Butlin
citation:
  ama: Larsson J, Westram AM, Bengmark S, Lundh T, Butlin RK. A developmentally descriptive
    method for quantifying shape in gastropod shells. <i>Journal of the Royal Society
    Interface</i>. 2020;17(163). doi:<a href="https://doi.org/10.1098/rsif.2019.0721">10.1098/rsif.2019.0721</a>
  apa: Larsson, J., Westram, A. M., Bengmark, S., Lundh, T., &#38; Butlin, R. K. (2020).
    A developmentally descriptive method for quantifying shape in gastropod shells.
    <i>Journal of the Royal Society Interface</i>. Royal Society. <a href="https://doi.org/10.1098/rsif.2019.0721">https://doi.org/10.1098/rsif.2019.0721</a>
  chicago: Larsson, J., Anja M Westram, S. Bengmark, T. Lundh, and R. K. Butlin. “A
    Developmentally Descriptive Method for Quantifying Shape in Gastropod Shells.”
    <i>Journal of the Royal Society Interface</i>. Royal Society, 2020. <a href="https://doi.org/10.1098/rsif.2019.0721">https://doi.org/10.1098/rsif.2019.0721</a>.
  ieee: J. Larsson, A. M. Westram, S. Bengmark, T. Lundh, and R. K. Butlin, “A developmentally
    descriptive method for quantifying shape in gastropod shells,” <i>Journal of the
    Royal Society Interface</i>, vol. 17, no. 163. Royal Society, 2020.
  ista: Larsson J, Westram AM, Bengmark S, Lundh T, Butlin RK. 2020. A developmentally
    descriptive method for quantifying shape in gastropod shells. Journal of the Royal
    Society Interface. 17(163), 20190721.
  mla: Larsson, J., et al. “A Developmentally Descriptive Method for Quantifying Shape
    in Gastropod Shells.” <i>Journal of the Royal Society Interface</i>, vol. 17,
    no. 163, 20190721, Royal Society, 2020, doi:<a href="https://doi.org/10.1098/rsif.2019.0721">10.1098/rsif.2019.0721</a>.
  short: J. Larsson, A.M. Westram, S. Bengmark, T. Lundh, R.K. Butlin, Journal of
    the Royal Society Interface 17 (2020).
date_created: 2020-04-08T15:19:17Z
date_published: 2020-02-01T00:00:00Z
date_updated: 2026-08-12T14:06:19Z
day: '01'
ddc:
- '570'
department:
- _id: NiBa
doi: 10.1098/rsif.2019.0721
file:
- access_level: open_access
  checksum: 4eb102304402f5c56432516b84df86d6
  content_type: application/pdf
  creator: dernst
  date_created: 2020-04-14T12:31:16Z
  date_updated: 2020-07-14T12:48:01Z
  file_id: '7660'
  file_name: 2020_JournRoyalSociety_Larsson.pdf
  file_size: 1556190
  relation: main_file
file_date_updated: 2020-07-14T12:48:01Z
has_accepted_license: '1'
intvolume: '        17'
issue: '163'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
publication: Journal of the Royal Society Interface
publication_identifier:
  eissn:
  - 1742-5662
  issn:
  - 1742-5689
publication_status: published
publisher: Royal Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: A developmentally descriptive method for quantifying shape in gastropod shells
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 17
year: '2020'
...
---
_id: '7431'
abstract:
- lang: eng
  text: 'In many real-world systems, information can be transmitted in two qualitatively
    different ways: by copying or by transformation. Copying occurs when messages
    are transmitted without modification, e.g. when an offspring receives an unaltered
    copy of a gene from its parent. Transformation occurs when messages are modified
    systematically during transmission, e.g. when mutational biases occur during genetic
    replication. Standard information-theoretic measures do not distinguish these
    two modes of information transfer, although they may reflect different mechanisms
    and have different functional consequences. Starting from a few simple axioms,
    we derive a decomposition of mutual information into the information transmitted
    by copying versus the information transmitted by transformation. We begin with
    a decomposition that applies when the source and destination of the channel have
    the same set of messages and a notion of message identity exists. We then generalize
    our decomposition to other kinds of channels, which can involve different source
    and destination sets and broader notions of similarity. In addition, we show that
    copy information can be interpreted as the minimal work needed by a physical copying
    process, which is relevant for understanding the physics of replication. We use
    the proposed decomposition to explore a model of amino acid substitution rates.
    Our results apply to any system in which the fidelity of copying, rather than
    simple predictability, is of critical relevance.'
acknowledgement: "AK was supported by Grant No. FQXi-RFP-1622 from the FQXi foundation,
  and Grant No. CHE-1648973 from the U.S.\r\nNational Science Foundation. AK would
  like to thank the Santa Fe Institute for supporting this research. The authors\r\nthank
  Jordi Fortuny, Rudolf Hanel, Joshua Garland, and Blai Vidiella for helpful discussions,
  as well as the anonymous\r\nreviewers for their insightful suggestions. "
article_number: '0623'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Artemy
  full_name: Kolchinsky, Artemy
  last_name: Kolchinsky
- first_name: Bernat
  full_name: Corominas-Murtra, Bernat
  id: 43BE2298-F248-11E8-B48F-1D18A9856A87
  last_name: Corominas-Murtra
  orcid: 0000-0001-9806-5643
citation:
  ama: Kolchinsky A, Corominas-Murtra B. Decomposing information into copying versus
    transformation. <i>Journal of the Royal Society Interface</i>. 2020;17(162). doi:<a
    href="https://doi.org/10.1098/rsif.2019.0623">10.1098/rsif.2019.0623</a>
  apa: Kolchinsky, A., &#38; Corominas-Murtra, B. (2020). Decomposing information
    into copying versus transformation. <i>Journal of the Royal Society Interface</i>.
    Royal Society. <a href="https://doi.org/10.1098/rsif.2019.0623">https://doi.org/10.1098/rsif.2019.0623</a>
  chicago: Kolchinsky, Artemy, and Bernat Corominas-Murtra. “Decomposing Information
    into Copying versus Transformation.” <i>Journal of the Royal Society Interface</i>.
    Royal Society, 2020. <a href="https://doi.org/10.1098/rsif.2019.0623">https://doi.org/10.1098/rsif.2019.0623</a>.
  ieee: A. Kolchinsky and B. Corominas-Murtra, “Decomposing information into copying
    versus transformation,” <i>Journal of the Royal Society Interface</i>, vol. 17,
    no. 162. Royal Society, 2020.
  ista: Kolchinsky A, Corominas-Murtra B. 2020. Decomposing information into copying
    versus transformation. Journal of the Royal Society Interface. 17(162), 0623.
  mla: Kolchinsky, Artemy, and Bernat Corominas-Murtra. “Decomposing Information into
    Copying versus Transformation.” <i>Journal of the Royal Society Interface</i>,
    vol. 17, no. 162, 0623, Royal Society, 2020, doi:<a href="https://doi.org/10.1098/rsif.2019.0623">10.1098/rsif.2019.0623</a>.
  short: A. Kolchinsky, B. Corominas-Murtra, Journal of the Royal Society Interface
    17 (2020).
date_created: 2020-02-02T23:01:03Z
date_published: 2020-01-29T00:00:00Z
date_updated: 2026-08-12T14:08:47Z
day: '29'
department:
- _id: EdHa
doi: 10.1098/rsif.2019.0623
external_id:
  arxiv:
  - '1903.10693'
  isi:
  - '000538369800002'
  pmid:
  - '31964273'
intvolume: '        17'
isi: 1
issue: '162'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1903.10693
month: '01'
oa: 1
oa_version: Preprint
pmid: 1
publication: Journal of the Royal Society Interface
publication_identifier:
  eissn:
  - 1742-5662
publication_status: published
publisher: Royal Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Decomposing information into copying versus transformation
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 17
year: '2020'
...
---
_id: '198'
abstract:
- lang: eng
  text: We consider a class of students learning a language from a teacher. The situation
    can be interpreted as a group of child learners receiving input from the linguistic
    environment. The teacher provides sample sentences. The students try to learn
    the grammar from the teacher. In addition to just listening to the teacher, the
    students can also communicate with each other. The students hold hypotheses about
    the grammar and change them if they receive counter evidence. The process stops
    when all students have converged to the correct grammar. We study how the time
    to convergence depends on the structure of the classroom by introducing and evaluating
    various complexity measures. We find that structured communication between students,
    although potentially introducing confusion, can greatly reduce some of the complexity
    measures. Our theory can also be interpreted as applying to the scientific process,
    where nature is the teacher and the scientists are the students.
article_number: '20180073'
article_processing_charge: No
article_type: original
author:
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Josef
  full_name: Tkadlec, Josef
  id: 3F24CCC8-F248-11E8-B48F-1D18A9856A87
  last_name: Tkadlec
  orcid: 0000-0002-1097-9684
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Ibsen-Jensen R, Tkadlec J, Chatterjee K, Nowak M. Language acquisition with
    communication between learners. <i>Journal of the Royal Society Interface</i>.
    2018;15(140). doi:<a href="https://doi.org/10.1098/rsif.2018.0073">10.1098/rsif.2018.0073</a>
  apa: Ibsen-Jensen, R., Tkadlec, J., Chatterjee, K., &#38; Nowak, M. (2018). Language
    acquisition with communication between learners. <i>Journal of the Royal Society
    Interface</i>. Royal Society. <a href="https://doi.org/10.1098/rsif.2018.0073">https://doi.org/10.1098/rsif.2018.0073</a>
  chicago: Ibsen-Jensen, Rasmus, Josef Tkadlec, Krishnendu Chatterjee, and Martin
    Nowak. “Language Acquisition with Communication between Learners.” <i>Journal
    of the Royal Society Interface</i>. Royal Society, 2018. <a href="https://doi.org/10.1098/rsif.2018.0073">https://doi.org/10.1098/rsif.2018.0073</a>.
  ieee: R. Ibsen-Jensen, J. Tkadlec, K. Chatterjee, and M. Nowak, “Language acquisition
    with communication between learners,” <i>Journal of the Royal Society Interface</i>,
    vol. 15, no. 140. Royal Society, 2018.
  ista: Ibsen-Jensen R, Tkadlec J, Chatterjee K, Nowak M. 2018. Language acquisition
    with communication between learners. Journal of the Royal Society Interface. 15(140),
    20180073.
  mla: Ibsen-Jensen, Rasmus, et al. “Language Acquisition with Communication between
    Learners.” <i>Journal of the Royal Society Interface</i>, vol. 15, no. 140, 20180073,
    Royal Society, 2018, doi:<a href="https://doi.org/10.1098/rsif.2018.0073">10.1098/rsif.2018.0073</a>.
  short: R. Ibsen-Jensen, J. Tkadlec, K. Chatterjee, M. Nowak, Journal of the Royal
    Society Interface 15 (2018).
date_created: 2018-12-11T11:45:09Z
date_published: 2018-03-01T00:00:00Z
date_updated: 2026-08-12T14:08:29Z
day: '01'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.1098/rsif.2018.0073
ec_funded: 1
external_id:
  isi:
  - '000428576200023'
  pmid:
  - '29593089'
file:
- access_level: open_access
  checksum: 444e1a9d98eb0e780671be82b13025f3
  content_type: application/pdf
  creator: dernst
  date_created: 2019-02-12T07:54:37Z
  date_updated: 2020-07-14T12:45:22Z
  file_id: '5955'
  file_name: 2018_RS_IbsenJensen.pdf
  file_size: 219837
  relation: main_file
file_date_updated: 2020-07-14T12:45:22Z
has_accepted_license: '1'
intvolume: '        15'
isi: 1
issue: '140'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Submitted Version
pmid: 1
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication: Journal of the Royal Society Interface
publication_identifier:
  eissn:
  - 1742-5662
publication_status: published
publisher: Royal Society
publist_id: '7715'
quality_controlled: '1'
related_material:
  link:
  - relation: supplementary_material
    url: https://dx.doi.org/10.6084/m9.figshare.c.4028971
  record:
  - id: '9814'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Language acquisition with communication between learners
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 15
year: '2018'
...
