Physics Consistency and Latent Dynamics in Spatiotemporal Physics Field Generation

Peimian Du, Jiabin Liu, Xiaowei Jin +2

Data-driven models for spatiotemporal physical field generation, such as flow and acoustic fields, often deviate from governing equations and lack interpretability in latent tempor…