2 papers
cs.LG2026
History-informed Lagrangian Neural Networks
Tianshuo Zhang, Xianglei Xing, Wenzhe Zhai +2
Forecasting the long-horizon evolution of mechanical systems from position-only observations is a pivotal yet difficult task, as hidden velocities and trajectory-specific physical…
cs.LG2025
Floating-Body Hydrodynamic Neural Networks
Tianshuo Zhang, Wenzhe Zhai, Rui Yann +3
Fluid-structure interaction is common in engineering and natural systems, where floating-body motion is governed by added mass, drag, and background flows. Modeling these dissipati…