13 citations · 13 across the 1 of their papers we have counts for
3 papers
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…
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…
Impact of spatially constrained sampling of temporal contact networks on the evaluation of the epidemic risk
Christian L. Vestergaard, Eugenio Valdano, Mathieu Génois +3
The ability to directly record human face-to-face interactions increasingly enables the development of detailed data-driven models for the spread of directly transmitted infectious…