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I am a statistical physicist and biophysicist with a main interest in data-driven modeling and in developing methods for the analysis of complex dynamical systems. The focus of my research has been on time-varying (temporal) social networks and single molecule dynamics in intracellular processes. I currently work on linking the physical structure and function of the brain to behavior.
Projects
Software
CV
Education & research positions
- 2017 – : CNRS researcher (CRCN) in the Decision and Bayesian Computation group in the Department of Neuroscience at the Pasteur Institute, Paris.
- 2021 – : Springboard Chair at PR[AI]RIE.
- 2016 – 2017: Postdoc in the Decision and Bayesian Computation group in the Department of Neuroscience at the Pasteur Institute, Paris.
- 2013 – 2016: Postdoc in the group of Dr. Alain Barrat in the Statistical Physics and Complex Systems team at the Center for Theoretical Physics (CPT), UMR 7332, Marseille.
- 2012 – 2013: Postdoc in the Stochastic Systems and Signals group at DTU Nanotech, Technical University of Denmark.
- 2008 – 2012: PhD in theoretical biophysics in the Stochastic Systems and Signals group at DTU Nanotech, Technical University of Denmark.
- 2003 – 2008: Master’s in physics and biophysics at the Niels Bohr Institute for theoretical physics, University of Copenhagen.
- 2007: Exchange semester at UPMC, Paris. Second year Master’s in complex systems.
Grants & fellowships
- 2022-2024: ANR Inception grant — BitesGoingViral.
- 2021-2023: ANR PR[AI]RIE chair package
- 2021-2024: ANR JCJC grant — SiNCoBe.
- 2019-2021: ACIP: Inter-Institut Pasteur Concerted Actions grant — ETHOMOS.
- 2017-2019: Pasteur-Roux-Cantarini postdoctoral fellowship.
- 2008: Copenhagen Graduate School for Nanoscience and Nanotechnology Pre-doc stipend.
Referee work: Publons page
Publications
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2025Information maximization for a broad variety of multi-armed bandit games, .
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2024Approximate information maximization for bandit games, 2024.
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2024
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2024LarvaTagger: manual and automatic tagging of Drosophila larval behaviour., Bioinformatics 2024 Jul; 40(7): .
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2024Statistical signature of subtle behavioural changes in large-scale behavioural assays, 2024.
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2023
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2023Simulation-based inference for non-parametric statistical comparison of biomolecule dynamics., PLoS Comput Biol 2023 Feb; 19(2): e1010088.
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2022Gillespie Algorithms for Stochastic Multiagent Dynamics in Populations and Networks, Cambridge University Press, 2022, Cambridge Elements: The Structure and Dynamics of Complex Networks, Guido Caldarelli, 978-1-009-23915-8 (ebook). ⟨10.1017/9781009239158⟩.
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2022
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2022
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