2 papers
cs.LG2021
Learning physical properties of anomalous random walks using graph neural networks
Hippolyte Verdier, Maxime Duval, François Laurent +3
Single particle tracking allows probing how biomolecules interact physically with their natural environments. A fundamental challenge when analysing recorded single particle trajec…
physics.bio-ph2019
Statistical Tests for Force Inference in Heterogeneous Environments
Alexander S. Serov, François Laurent, Charlotte Floderer +5
We devise a method to detect and estimate forces in a heterogeneous environment based on experimentally recorded stochastic trajectories. In particular, we focus on systems modeled…