316 citations · 1k across the 30 of their papers we have counts for
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Learning general pair interactions between self-propelled particles
Jérôme Hem, Alexis Poncet, Pierre Ronceray +2
Synthetic active matter systems, such as active colloids, often have complex interactions, which can be of hydrodynamic, chemical or electrostatic origin and cannot be computed fro…
Topological defect engineering enables size and shape control in self-assembly
Lara Koehler, Markus Eder, Vincent Ouazan-Reboul +7
The self-assembly of complex structures from engineered subunits is a major goal of nanotechnology, but controlling their size becomes increasingly difficult in larger assemblies.…
Principled model selection for stochastic dynamics
Andonis Gerardos, Pierre Ronceray
Complex dynamical systems, from macromolecules to ecosystems, are often modeled by stochastic differential equations. To learn such models from data, a common approach involves spa…