Pu Ren

Science (1)

physics-informed neural network (2) partial differential equation (2) out-of-distribution generalization (1) operator learning (1) physics-informed learning (1) model fine-tuning (1) layer-wise learning rate (1) spectral density (1) spatiotemporal dynamics (1) coarse grid (1) turbulent flow (1) convolutional filter (1) neural network (1) numerical simulation (1) coarse mesh (1) low-data training (1) unsupervised pretraining (1) neural correction (1) in-context learning (1)