Adaptive parameters identification for nonlinear dynamics using deep permutation invariant networks. - Mouad Elaarabi; Domenico Borzacchiello; Philippe Le Bot; Yves Le Guennec; Sebastien Comas-Cardona (Mach. Learn., 2025)

Hybrid Adaptive Modeling in Process Monitoring: Leveraging Sequence Encoders and Physics-Informed Neural Networks. - Mouad Elaarabi; Domenico Borzacchiello; Philippe Le Bot; Nathan Lauzeral; Sebastien Comas-Cardona (CoRR, 2025)