Marie Déchelle

Constrained Physical-Statistics Models for Dynamical System Identification and Prediction

Modeling dynamical systems combining prior physical knowledge and machine learning (ML) is promising in scientific problems when the underlying processes are not fully understood, e.g. when the dynamics is partially known. A common practice to identify the respective parameters of the physical and M…