Publications

Sarah Perez, Suryanarayana Maddu, Ivo F. Sbalzarini, and Philippe Poncet. Adaptive weighting of Bayesian physics informed neural networks for multitask and multiscale forward and inverse problems. Journal of computational physics, (491)Academic Press Inc., Oct 15, 2023. [PUMA: FIS_scads training, Uncertainty Artificial Bayesian Quantification neural weight Multi-objective Monte physics-informed Intelligence, learning, Carlo, networks, Adaptive topic_lifescience Hamiltonian]