Research topics

Estimation of spatio-temporal model by deep learning

spatial statistics

Joint work with Alexandre Loret (PhD student), Nicolas Desassis, Thomas Romary and Vincent Fourmigué (M2 student)

Spatio-Temporal Prediction Using Stochastic Partial Differential Equations for Advection-Diffusion on Riemannian Surfaces

spatial statistics

Riemannian surfaces

advection-diffusion

Joint work with Mike Pereira and Nicolas Desassis

Physics-Informed Neural Networks for SPDEs

generative models

Work with Hugo Gangloff, Nicolas Jouvin, Antoine Regardin (M2 student)

Physics-Informed Neural Networks for parameter estimation in SDEs

generative models

spatial ecology

Work with Sophie Donnet, Hugo Gangloff, Nicolas Jouvin