2 papers
cs.CV2025
Neural reconstruction of 3D ocean wave hydrodynamics from camera sensing
Jiabin Liu, Zihao Zhou, Jialei Yan +3
Precise three-dimensional (3D) reconstruction of wave free surfaces and associated velocity fields is essential for developing a comprehensive understanding of ocean physics. To ad…
cs.LG2025
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…