Physics-informed neural networks enhanced by cross-attention-based feature fusion and fuzzy logic for solving nonlinear PDEs. - Xia-Ting Jing; Yu long Bai; Bo-Ya Hou; Chunlin Huang (Neurocomputing, 2026)

Fourier feature-enhanced multi-layer residual stacking network: A novel multiscale modeling approach for physics-informed neural networks. - Bo-Ya Hou; Yu long Bai; Xia-Ting Jing; Chunlin Huang (Neural Networks, 2026)