Qi Wang

DSTGN: Decoupled SpatioTemporal Graph Network for Multi-scenario Dynamics Learning

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

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

Spatiotemporal Learning on Cell-embedded Graphs

PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Spatiotemporal Prediction

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