Professor James Marshall

School of Computer Science

Professor of Theoretical and Computational Biology

Director of the Centre for Machine Intelligence

Member of the Complex Systems Modelling research group

James Marshall CMI
Profile picture of James Marshall CMI
james.marshall@sheffield.ac.uk
+44 114 222 1832

Full contact details

Professor James Marshall
School of Computer Science
Regent Court (DCS)
211 Portobello
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S1 4DP
Profile

I am an interdisciplinary researcher interested in behaviour, its mechanistic bases, and its evolution. With various colleagues I apply a variety of mathematical and computational approaches to understanding how and why behaviours evolve.

I am also interested in what engineering disciplines may learn from this study. Particular research interests include collective social insect behaviour, the evolution of social behaviour, and the application of decision theory to animal behaviour. Some of my research makes use of robotics to test these ideas.

Research interests

My research interests cover modelling of collective behaviour, particularly in social insects, evolutionary theory, decision theory, robotics, and theoretical neuroscience

Publications

Books

  • Marshall JAR (2015) Social Evolution and Inclusive Fitness Theory: An Introduction. Princeton University Press. RIS download Bibtex download

Journal articles

  • Marshall JAR & Reina A (2024) . Animal Behaviour, 210, 189-197. RIS download Bibtex download
  • Reina A, Bose T, Srivastava V & Marshall JAR (2023) . Royal Society Open Science, 10(3). RIS download Bibtex download
  • Zenil H, Marshall JAR & Tegnér J (2023) . Frontiers in Computational Neuroscience, 16. RIS download Bibtex download
  • Marshall JAR, Reina A, Hay C, Dussutour A & Pirrone A (2022) . PLoS Computational Biology, 18(10). RIS download Bibtex download
  • de Croon GCHE, Dupeyroux JJG, Fuller SB & Marshall JAR (2022) . Science Robotics, 7(67). RIS download Bibtex download
  • Reina A & Marshall JAR (2022) . PLoS Computational Biology, 18(5). RIS download Bibtex download
  • Pirrone A, Reina A, Stafford T, Marshall JAR & Gobet F (2021) . Trends in Cognitive Sciences. RIS download Bibtex download
  • Chandrasekhar A, Marshall JAR, Austin C, Navlakha S & Gordon DM (2021) . PLoS Computational Biology, 17(10). RIS download Bibtex download
  • Talamali MS, Saha A, Marshall JAR & Reina A (2021) . Science Robotics, 6(56). RIS download Bibtex download
  • MaBouDi H, Barron AB, Li S, Honkanen M, Loukola OJ, Peng F, Li W, Marshall JAR, Cope A, Vasilaki E & Solvi C (2021) . Proceedings of the Royal Society B: Biological Sciences, 288(1945). RIS download Bibtex download
  • Marshall J (2021) . New Scientist, 249(3322), 23-23. RIS download Bibtex download
  • MaBouDi H, Marshall JAR & Barron AB (2020) . Proceedings of the Royal Society B: Biological Sciences, 287(1934). RIS download Bibtex download
  • Talamali MS, Bose T, Haire M, Xu X, Marshall JAR & Reina A (2020) . Swarm Intelligence, 14, 25-56. RIS download Bibtex download
  • Bose T, Pirrone A, Reina A & Marshall JAR (2020) . Journal of Mathematical Psychology, 94. RIS download Bibtex download
  • Marshall JAR, Reina A & Bose T (2019) . PLOS ONE, 14(9). RIS download Bibtex download
  • Bose T, Bottom F, Reina A & Marshall JAR (2019) . Computational Brain & Behavior, 1-20. RIS download Bibtex download
  • Bose T, Reina A & Marshall JAR (2019) . Neural Computation, 31(5), 870-896. RIS download Bibtex download
  • Marshall JA, Kurvers RH, Krause J & Wolf M (2019) . eLife, 8. RIS download Bibtex download
  • Cope AJ, Vasilaki E, Minors D, Sabo C, Marshall JAR & Barron AB (2018) . PLoS Computational Biology, 14(9). RIS download Bibtex download
  • Booton RD, Yamaguchi R, Marshall JAR, Childs DZ & Iwasa Y (2018) . Journal of Theoretical Biology, 445, 120-127. RIS download Bibtex download
  • Reina A, Bose T, Trianni V & Marshall JAR (2018) . Scientific Reports, 8(1). RIS download Bibtex download
  • Richardson TO, Mullon C, Marshall JAR, Franks NR & Schlegel T (2018) . Proceedings of the Royal Society B: Biological Sciences, 285(1872), 20172726-20172726. RIS download Bibtex download
  • Marshall JAR, Brown G & Radford AN (2017) . Trends in Ecology and Evolution, 32(9), 636-645. RIS download Bibtex download
  • Ramírez JC & Marshall JAR (2017) . J Theor Biol, 426, 57-66. RIS download Bibtex download
  • Bose T, Reina A & Marshall JAR (2017) . Current Opinion in Behavioral Sciences, 16, 30-34. RIS download Bibtex download
  • Pirrone A, Marshall JAR & Stafford T (2017) . Journal of Numerical Cognition, 3(1), 77-96. RIS download Bibtex download
  • Quickfall CG & Marshall JAR (2017) . Ecology and Evolution. RIS download Bibtex download
  • Reina A, Marshall JAR, Trianni V & Bose T (2017) . Physical Review E, 95(5). RIS download Bibtex download
  • Reina A, Cope A, Nikolaidis E, Marshall J & Sabo C (2017) . IEEE Robotics and Automation Letters, 2(3), 1755-1761. RIS download Bibtex download
  • Booton RD, Iwasa Y, Marshall JAR & Childs DZ (2017) . J Theor Biol. RIS download Bibtex download
  • Cope AJ, Sabo C, Vasilaki E, Barron AB & Marshall JA (2017) . PLoS ONE, 12(2). RIS download Bibtex download
  • Pirrone A, Azab H, Hayden BY, Stafford T & Marshall JAR (2017) . Decision. RIS download Bibtex download
  • Marshall JAR (2016) . Current Opinion in Behavioral Sciences, 12, 103-108. RIS download Bibtex download
  • Reid CR, MacDonald H, Mann RP, Marshall JAR, Latty T & Garnier S (2016) . Interface, 13(119). RIS download Bibtex download
  • Cope AJ, Sabo C, Gurney K, Vasilaki E & Marshall JAR (2016) . PLoS Computational Biology, 12(5). RIS download Bibtex download
  • Marshall JAR (2016) . BioScience, 66(3), 185-185. RIS download Bibtex download
  • Barron AB, Gurney KN, Meah LFS, Vasilaki E & Marshall JAR (2015) . Frontiers in Behavioral Neuroscience, 9. RIS download Bibtex download
  • Marshall JAR (2015) . BioScience, 65(3), 328-329. RIS download Bibtex download
  • (2015) . Current Zoology, 61(2), 221-225. RIS download Bibtex download
  • Ramírez JC & Marshall JAR (2015) . Current Zoology, 61(2), 382-396. RIS download Bibtex download
  • Marshall JAR, Favreau-Peigné A, Fromhage L, Mcnamara JM, Meah LFS & Houston AI (2015) . Current Zoology, 61(2), 242-250. RIS download Bibtex download
  • Birch J & Marshall JAR (2014) . The American Naturalist, 184(4), 531-540. RIS download Bibtex download
  • Pirrone A, Stafford T & Marshall JAR (2014) . Front Neurosci, 8, 73. RIS download Bibtex download
  • Cassey TC, Evens DR, Bogacz R, Marshall JAR & Ludwig CJH (2013) . PLOS ONE, 8(11). RIS download Bibtex download
  • Pais D, Hogan PM, Schlegel T, Franks NR, Leonard NE & Marshall JAR (2013) . PLOS ONE, 8(9). RIS download Bibtex download
  • Marshall JAR, Trimmer PC & Houston AI (2013) . Trends in Ecology and Evolution. RIS download Bibtex download
  • Marshall JAR, Trimmer PC, Houston AI & McNamara JM (2013) . Trends in Ecology and Evolution. RIS download Bibtex download
  • Franks NR, Richardson TO, Kirby RW, Amos WMD, Schlegel T, Stroeymeyt N, Hogan PM & Marshall JAR (2013) . Animal Behaviour. RIS download Bibtex download
  • Zenil H & Marshall JAR (2013) . Ubiquity, 2013, 1:1-1:16. RIS download Bibtex download
  • Zenil H, Gershenson C, Marshall JAR & Rosenblueth DA (2012) . ENTROPY, 14(11), 2173-2191. RIS download Bibtex download
  • Marshall JAR, Bogacz R & Gilchrist ID (2012) . PLoS ONE, 7(9). RIS download Bibtex download
  • Trimmer PC, Houston AI, Marshall JAR, Fromhage L & McNamara JM (2012) . Evolution and Human Behavior. RIS download Bibtex download
  • Franklin EL, Robinson EJH, Marshall JAR, Sendova-Franks AB & Franks NR (2012) . JOURNAL OF EXPERIMENTAL BIOLOGY, 215(8), 1287-1292. RIS download Bibtex download
  • Trimmer PC, McNamara JM, Houston AI & Marshall JAR (2012) . Journal of Theoretical Biology, 302, 39-52. RIS download Bibtex download
  • Houston AI, Trimmer PC, Fawcett TW, Higginson AD, Marshall JAR & McNamara JM (2012) . Behavioural Processes, 89(2), 172-178. RIS download Bibtex download
  • Seeley TD, Visscher PK, Schlegel T, Hogan PM, Franks NR & Marshall JAR (2012) . SCIENCE, 335(6064), 108-111. RIS download Bibtex download
  • Trimmer PC, Houston AI, Marshall JAR, Mendl MT, Paul ES & McNamara JM (2011) . ANIM COGN, 14(4), 465-476. RIS download Bibtex download
  • Marshall JAR (2011) . TRENDS ECOL EVOL, 26(7), 325-332. RIS download Bibtex download
  • Robinson EJH, Franks NR, Ellis S, Okuda S & Marshall JAR (2011) . PLOS ONE, 6(5). RIS download Bibtex download
  • Stroeymeyt N, Robinson EJH, Hogan PM, Marshall JAR, Giurfa M & Franks NR (2011) . BEHAV ECOL, 22(3), 535-542. RIS download Bibtex download
  • Abbot P, Abe J, Alcock J, Alizon S, Alpedrinha JAC, Andersson M, Andre J-B, van Baalen M, Balloux F, Balshine S , Barton N et al (2011) . Nature, 471(7339), E1-E4. RIS download Bibtex download
  • Marshall JAR (2011) . BEHAV ECOL SOCIOBIOL, 65(3), 503-512. RIS download Bibtex download
  • Marshall JAR, McNamara JM & Houston AI (2011) . BEHAV ECOL SOCIOBIOL, 65(3), 417-420. RIS download Bibtex download
  • Trianni V, Tuci E, Passino KM & Marshall JAR (2011) . Swarm Intelligence, 5(1), 3-18. RIS download Bibtex download
  • Marshall JAR (2011) . Journal of Theoretical Biology, 270(1), 185-188. RIS download Bibtex download
  • McNamara JM, Trimmer PC, Eriksson A, Marshall JAR & Houston AI (2011) . Ecology Letters, 14(1), 58-62. RIS download Bibtex download
  • Marshall JAR, Bogacz R, Dornhaus A, Planque R, Kovacs T & Franks NR (2009) . J R SOC INTERFACE, 6(40), 1065-1074. RIS download Bibtex download
  • Marshall JAR (2009) . J THEOR BIOL, 260(3), 386-391. RIS download Bibtex download
  • Marshall JAR & Franks NR (2009) Colony-level cognition. CURR BIOL, 19(10), R395-R396. RIS download Bibtex download
  • Trimmer PC, Houston AI, Marshall JAR, Bogacz R, Paul ES, Mendl MT & McNamara JM (2008) . P R SOC B, 275(1649), 2353-2361. RIS download Bibtex download
  • Planque R, Dechaume-Moncharmont FX, Franks NR, Kovacs T & Marshall JAR (2007) . NATURWISSENSCHAFTEN, 94(11), 911-918. RIS download Bibtex download
  • Planque R, Dornhaus A, Franks NR, Kovacs T & Marshall JAR (2007) . BEHAV ECOL SOCIOBIOL, 61(3), 347-356. RIS download Bibtex download
  • Franks NR, Hooper JW, Gumn M, Bridger TH, Gross R, Dornhaus A & Marshall J (2007) . Swarm Intelligence, 1(2), 81-94. RIS download Bibtex download
  • Marshall JAR, Dornhaus A, Franks NR & Kovacs T (2006) . J R SOC INTERFACE, 3(7), 243-254. RIS download Bibtex download
  • Song * D, Zhang J, Carter J, Field T, Marshall J, Polak J, Schumacher K, Sinha-Ray P & Woods J (2005) . Maritime Policy & Management, 32(1), 15-30. RIS download Bibtex download
  • Marshall JAR (2004) . Artificial Life, 10(1), 113-115. RIS download Bibtex download
  • Marshall JAR & Rowe JE (2003) . J THEOR BIOL, 222(3), 331-335. RIS download Bibtex download
  • Wright IP & Marshall J (2003) The execution kernel of RC++: RETE*, a faster RETE with TREAT as a special case. International Journal of Intelligent Games and Simulation, 2, 36-38. RIS download Bibtex download
  • Marshall JAR (2003) Conflicting agents: Conflict management in multi-agent systems. JASSS, 6(1). RIS download Bibtex download
  • Marshall JAR & Rowe JE (2003) Viscous populations and their support for reciprocal cooperation. ARTIF LIFE, 9(3), 327-334. RIS download Bibtex download
  • MaBouDi H, Marshall JAR, Dearden N & Barron AB () . eLife, 12. RIS download Bibtex download
  • MaBouDi H, Roper M, Guiraud M, Marshall JAR & Chittka L () . RIS download Bibtex download
  • Osinga HM & Marshall JAR () . PLOS ONE, 10(2), e0116307-e0116307. RIS download Bibtex download
  • Marshall JAR () . Frontiers in Ecology and Evolution, 2. RIS download Bibtex download
  • Zenil H & Marshall J () . Nature Precedings. RIS download Bibtex download
  • Reina A, Ioannou V, Chen J, Lu L, Kent C & Marshall JAR () Robots as Actors in a Film: No War, A Robot Story. RIS download Bibtex download
  • Saha A, Marshall JAR & Reina A () . PLOS ONE, 16(11), e0259736-e0259736. RIS download Bibtex download
  • Marshall JAR, Reina A & Pirrone A () . RIS download Bibtex download

Chapters

  • Cope AJ, Ahmed A, Isa F & Marshall JAR (2019) , Biomimetic and Biohybrid Systems (pp. 76-87). Springer International Publishing RIS download Bibtex download
  • Marshall J & Neumann F (2013) Foundations of Search: A Perspective from Computer Science In Todd PM, Hill TT & Robbins TW (Ed.), Cognitive Search: Evolution, Algorithms and the Brain MIT Press RIS download Bibtex download
  • Schooler L, Burgess C, Goldstone RL, Fu W, Gavrilets S, Lazer D, Marshall J, Neumann F & Wiener JM (2012) Search environments, representation, and encoding In Todd PM, Hills TT & Robbins TW (Ed.), Cognitive Search: Evolution, Algorithms and the Brain MIT Press RIS download Bibtex download
  • Franks NR, Dornhaus A, Marshall JAR & Moncharmont F-XD (2009) , Organization of Insect Societies (pp. 437-459). Harvard University Press RIS download Bibtex download
  • Marshall JAR, Franks NR, Dornhaus A & Dechaume Moncharmont FX (2009) The Dawn of a Golden Age in Mathematical Insect Sociobiology In Gadau J, Fewell J & Wilson EO (Ed.), Organization of insect societies: from genome to sociocomplexity (pp. 437-458). Harvard Univ Pr RIS download Bibtex download
  • Marshall JAR & Franks NR (2007) Computer modelling in behavioral and evolutionary ecology: whys and wherefores. In Laubichler MD & Müller GB (Ed.), Modeling biology: Structures, Behaviors, Evolution (pp. 335-354). The MIT Press RIS download Bibtex download
  • Marshall JAR, Bogacz R, Dornhaus A, Planqué R, Kovacs T & Franks NR () , Modelling Natural Action Selection (pp. 500-522). Cambridge University Press RIS download Bibtex download

Conference proceedings papers

  • Pirrone A, Reina A & Marshall JAR (2021) Multi-alternative magnitude-sensitive perceptual decision making: evidence and implications. PERCEPTION, Vol. 50(1_SUPPL) (pp 224-224) RIS download Bibtex download
  • Talamali MS, Marshall J, Bose T & Reina A (2019) . 2019 International Conference on Robotics and Automation (ICRA). Montreal, Canada, 20 May 2019 - 24 May 2019. RIS download Bibtex download
  • Pinciroli C, Talamali MS, Reina A, Marshall J & Trianni V (2018) . Swarm Intelligence (ANTS 2018), Vol. 11172 (LNCS) (pp 176-187), 29 October 2018 - 31 October 2018. RIS download Bibtex download
  • Font Llenas A, Talamali M, Xu X, Reina A & Marshall J (2018) . Swarm Intelligence (ANTS 2018), Vol. 11172 (LNCS) (pp 135-149), 29 October 2018 - 31 October 2018. RIS download Bibtex download
  • Reina A, Bose T, Trianni V & Marshall JAR (2018) . Springer Proceedings in Advanced Robotics, Vol. 6 (pp 461-473). Cham RIS download Bibtex download
  • Sabo C, Yavuz E, Cope A, Gurney K, Vasilaki E, Nowotny T & Marshall J (2017) . 2017 International Joint Conference on Neural Networks (IJCNN) (pp 4171-4178), 15 May 2017 - 19 May 2017. RIS download Bibtex download
  • Sabo CM, Cope A, Gurney K, Vasilaki E & Marshall J (2016) . AIAA Infotech @ Aerospace RIS download Bibtex download
  • Cope A, Sabo C, Vasilaki E, Gurney K & Marshall JAR (2015) . BMC Neuroscience, Vol. 16(S1) RIS download Bibtex download
  • Nowotny T, Cope AJ, Yavuz E, Stimberg M, Goodman DFM, Marshall J & Gurney K (2014) . BMC Neuroscience, Vol. 15(S1) RIS download Bibtex download
  • Cope A, Sabo C, Yavuz E, Gurney K, Marshall J, Nowotny T & Vasilaki E (2013) . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8064 LNAI (pp 362-363) RIS download Bibtex download
  • Marshall JAR (2011) Optimal voting in groups with convergent interests. AAAI Spring Symposium - Technical Report, Vol. SS-11-08 (pp 12-16) RIS download Bibtex download
  • Marshall JAR & Hinton TG (2010) Beyond No Free Lunch: Realistic Algorithms for Arbitrary Problem Classes. 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) RIS download Bibtex download
  • Edakunni NU, Kovacs T, Brown G & Marshall JAR (2009) . Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009 (pp 1187-1194) RIS download Bibtex download
  • Marshall JAR, Brown G & Kovacs T (2007) . Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, Companion Material (pp 2831-2834) RIS download Bibtex download
  • Brown G, Kovacs T & Marshall JAR (2007) . Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference (pp 1774-1781) RIS download Bibtex download
  • Marshall JAR & Kovacs T (2006) A representational ecology for learning classifier systems. GECCO 2006: Genetic and Evolutionary Computation Conference, Vol 1 and 2 (pp 1529-1536) RIS download Bibtex download
  • Cayzer S, Smith J, Marshall JAR & Kovacs T (2005) What have gene libraries done for AIS?. ARTIFICIAL IMMUNE SYSTEMS, PROCEEDINGS, Vol. 3627 (pp 86-99) RIS download Bibtex download
  • Marshall JAR & Tokumine S (2004) See how she runs: Towards visualising artificial Red Queen evolution. Artificial Life IX (pp 334-339) RIS download Bibtex download
  • Marshall JAR, Kovacs T, Dornhaus AR & Franks NR (2003) Simulating the evolution of ant behaviour in evaluating nest sites. ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS, Vol. 2801 (pp 643-650) RIS download Bibtex download
  • Marshall J () Investigating the mechanisms underlying cooperation in viscous population multi-agent systems. MIT Press (pp 348-352) RIS download Bibtex download
  • Wright IP & Marshall J () RC++: A rule-based language for game AI. First International Conference on Intelligent Games and Simulation RIS download Bibtex download
  • Wright IP & Marshall J () Egocentric AI Processing for Computer Entertainment: A Real-Time Process Manager for Games. First International Conference on Intelligent Games and Simulation RIS download Bibtex download

Reports

  • Nikolaidis E, Sabo C, Marshall J & Reina A () RIS download Bibtex download
  • Marshall JAR () On the suitability of the 2 x 2 games for studying reciprocal cooperation and kin selection RIS download Bibtex download

Software / Code

  • MaBouDi H, Barron A, Marshall J & Solvi C . RIS download Bibtex download
  • Marshall J, Reina A, Bose T, Dennison R & Furnass W . RIS download Bibtex download

Theses / Dissertations

  • Marshall JAR An Investigation into Kin Selection and Reciprocal Cooperation in a Viscous Population. De Montfort University. RIS download Bibtex download

Datasets

  • MaBouDi H, Marshall J & Barron A . RIS download Bibtex download

Other

  • Marshall J, Reina A & Bose T () . RIS download Bibtex download

Preprints

  • MaBouDi H, Roper M, Guiraud M-G, Chittka L & Marshall JAR (2023) , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • MaBouDi H, Marshall JAR, Dearden N & Barron AB (2023) , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Saha A, Marshall JAR & Reina A (2019) A memory and communication efficient algorithm for decentralized counting of nodes in networks, arXiv. RIS download Bibtex download
  • Reina A, Marshall JAR, Trianni V & Bose T (2016) Model of the best-of-N nest-site selection process in honeybees, arXiv. RIS download Bibtex download
  • Zenil H, Marshall JAR & Tegnér J (2015) Approximations of Algorithmic and Structural Complexity Validate Cognitive-behavioural Experimental Results, arXiv. RIS download Bibtex download
  • Zenil H & Marshall JAR (2012) Some Computational Aspects of Essential Properties of Evolution and Life, arXiv. RIS download Bibtex download
  • Marshall JAR & Hinton TG (2009) Beyond No Free Lunch: Realistic Algorithms for Arbitrary Problem Classes, arXiv. RIS download Bibtex download
  • Reina A, Bose T, Srivastava V & Marshall JAR () , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Reina A & Marshall JAR () , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • MaBouDi H, Marshall JAR & Barron AB () , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Marshall JAR () . RIS download Bibtex download
  • Chandrasekhar A, Marshall JAR, Austin C, Navlakha S & Gordon DM () , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Marshall J, Kurvers RHJM, Krause J & Wolf M () , Cold Spring Harbor Laboratory. RIS download Bibtex download
Grants

Current grants

  • , EPSRC, 11/2019 - 10/2024, £953,584, as Co-PI

Previous grants

  • Swarm Awareness, Government, 08/2018 - 08/2021, £226,567, as PI
  • , EPSRC, 12/2016 -  06/2022, £2,128,934, as PI
  • , EC - H2020, 08/2015 - 11/2020, £1,168,351, as PI
  • Comparative neuroscience and computational neuroscience, Leverhulme Trust, 04/2018 - 07/2020, £72,016, as PI
  • Analysing and modelling decision making in the honey bee brain, Royal Society, 03/2015 - 03/2017, £12,000, as PI
  • , EPSRC, 03/2013 - 08/2016, £660,561, as PI
  • , BBSRC, 10/2010 - 10/2012, £145,732, as PI
  • , EPSRC, 08/2008 - 07/2012, £306,386, as Co PI
  • , EPSRC, 01/2004 - 07/2006, £127,271, as Co-PI
Professional activities and memberships
  • Editorial Board, Swarm Intelligence (2017-present)
  • Associate Editor: Frontiers in Ecology and Evolution (2013-2017)
  • EPSRC Peer Review College Member (2010-present)
  • Member of the UKRI Future Leaders Fellowship Panel College (2019-present)
  • Associate Editor - PLoS one - 2009-2020
  • Associate Editor - PLoS Computational Biology - 2020-present
  • Founder Science Officer at Opteran Technologies