University Park, PA
United States
Pennsylvania State University
Sampling method, Imbalanced learning, Physics-informed neural networks
Elliptic Semilinear PDEs, finite element method, Multiple Solutions
operator learning, nonlinear reaction-diffusion problem, Laplacian eigenfunction, physics-informed machine learning, data-driven PDE discovery
Variational Gray-Scott models, Energetic variational approach, Reaction-diffusion systems, Pattern formation, Transient pattern
Machine learning, Physics-informed neural networks, Nonlinear DEs, Multiple solutions, Homotopy continuation method