Publications

T. Redaelli, F. Candelier, R. Mehaddi, B. Mehlig (2022) Unsteady and inertial dynamics of a small active particle in a fluid, Phys. Rev. Fluids 7, 044304 DOI:10.1103/PhysRevFluids.7.044304, arXiv:2105.01408
A. Loisy, C. Eloy (2022) Searching for a source without gradients: how good is infotaxis and how to beat it, Proc. R. Soc. A. 478, 20220118. DOI:10.1098/rspa.2022.0118, arXiv:2112.10861
A. Loisy, C. Eloy (2022) OTTO: A Python package to simulate, solve and visualize the source-tracking POMDP, J. Open Source Softw. 7(74), 4266. DOI:10.21105/joss.04266
R. Monthiller, A. Loisy, M.A.R. Koehl, B. Favier, C. Eloy (2022) Surfing on turbulence: A strategy for planktonic navigation, Phys. Rev. Lett. 129, 064502. DOI:10.1103/PhysRevLett.129.064502, arXiv:2110.10409
M. Geiger, C. Eloy, M. Wyart (2021) How memory architecture affects learning in a simple POMDP: the two-hypothesis testing problem, arXiv:2106.08849
A. Loisy, R. A. Heinonen (2023) Deep reinforcement learning for the olfactory search POMDP: a quantitative benchmark, Eur. Phys. J. E 46, 17. DOI:10.1140/epje/s10189-023-00277-8, arXiv:2302.00706
T. Redaelli, F. Candelier, R. Mehaddi, C. Eloy, B. Mehlig (2023) Hydrodynamic force on a small squirmer moving with a time-dependent velocity at small Reynolds numbers, J. Fluid Mech. 973, A11. DOI:10.1017/jfm.2023.650, arXiv:2209.08138
C. Eloy (2024) Hydrodynamics of flow sensing in plankton, Eur. Phys. J. Spec. Top. https://doi.org/10.1140/epjs/s11734-024-01252-w DOI:10.1140/epjs/s11734-024-01252-w,
S. Meccana, A. Loisy, C. Eloy (2024) Applying Reinforcement Learning to Navigation In Partially Observable Flows, Proc EWRL 2024

Open-source codes

sheld0n : A code that enables advection of active particles in flows.
otto : A Python package to visualize, evaluate and learn strategies for odor-based searches.

Serious games

These games have been developped as part of student projects.