IPFLSTM: Enhancing physics-informed neural networks with LSTM and Informer for efficient long-term prediction of dynamic multiphysics fields - Bai, Chen; Qian, Quan (Computational materials science, 2025)
Keywords: Informer; Metal solidification; Multi-field simulation; Physics-informed neural networks; Sparse attention mechanism; Sparse attention mechanism; Informer; Metal solidification; Physics-informed neural networks; Multi-field simulation