Predicting nonlinear dynamic systems by causal physics-informed neural networks with ResNet blocks
Manhong Fan, Jun-Hao Zhao, Lin Ding, Xiao-Ying Ma, Rui Fu
Topics & Concepts
Computer scienceWeightingNonlinear systemResidualArtificial neural networkStability (learning theory)ChaoticArtificial intelligenceResidual neural networkMachine learningField (mathematics)Causality (physics)AlgorithmDeep neural networksSimulated annealingAdaptabilityDeep learningCausal inferenceCausal modelIdentity (music)Model Reduction and Neural NetworksNeural Networks and ApplicationsNuclear Engineering Thermal-Hydraulics