Ruizhi Chengze

PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems

MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation

PDE-constrained Learning with Multi-time-stepping for Accelerated Fluid Simulation

P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics