LSR-Net: Learning the Forward Evolution Operator for Nonlinear Fluid Dynamics
Results demonstrate that LSR-Net significantly outperforms the baseline short-range network (SR-Net) as well as FNO and DeepONets in predictive accuracy, achieving substantially lower relative errors by effectively capturing both local fine-scale structures and crucial global pattern interactions.
Qian-Jin Hou, Sutrisno, Yu-Qin Li et al.
· Asian Control Conference · 0 citations