Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation

Fan Xu, Hao Wu, Kun Wang +5

In dynamical system modeling, traditional numerical methods are limited by high computational costs, while modern data-driven approaches struggle with data scarcity and distributio…