No.3 of Shangyuan Residence Haidian District
Beijing, 100089
China
Beijing Jiaotong University
Partial differential equations, Physics-informed neural networks, Boundary Region Reinforcement, Computational accuracy, Deep learning, Thermo-elastic coupling system
Diffuse domain method, Lattice Boltzmann Method, Regularized method, Heat Transfer, complex geometries, Level set method
Large diameter, Staggered pole tooth, Ferromagnetic fluid sealing, Comparative experimental study
Physics-Informed Neural Networks (PINNs), Gradient Conflict, Algebraic Loss Augmentation (ALA), high-fidelity solutions
Gradient-enhanced physics-informed neural networks, Higher-order derivative constraints, Hard constraints, Boundary element method
