BIAN: A boundary-informed Alone Neural Network for solving PDE-constrained Inverse Problems. - Kegan Li (CoRR, 2025)

Physics-graph-informed neural networks (PGINNs): From local point-wise constraint to global nodal association. - Feng Chen 033; Yiran Meng; Kegan Li; Chaoran Yang; Jincheng Dai (J. Comput. Phys., 2026)