Chengping Rao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Diffusion Process

Top Venues

J. Comput. Phys.

Nat. Mac. Intell.

Comput. Phys. Commun.

Publications

Pu Ren, Chengping Rao, Su Chen, Jian-Xun Wang, Hao Sun, Yang Liu
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain. Comput. Phys. Commun. 295 (2024)
Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun
PhySR: Physics-informed deep super-resolution for spatiotemporal data. J. Comput. Phys. 492 (2023)
Chengping Rao, Pu Ren, Qi Wang, Oral Buyukozturk, Hao Sun, Yang Liu
Encoding physics to learn reaction-diffusion processes. Nat. Mac. Intell. 5 (7) (2023)
Pu Ren, Chengping Rao, Hao Sun, Yang Liu
Physics-informed neural network for seismic wave inversion in layered semi-infinite domain. CoRR (2023)
Pu Ren, Chengping Rao, Su Chen, Jian-sun Wang, Hao Sun, Yang Liu
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain. CoRR (2022)
Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun
Physics-informed Deep Super-resolution for Spatiotemporal Data. CoRR (2022)
Chengping Rao, Pu Ren, Yang Liu, Hao Sun
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning. CoRR (2022)
Chengping Rao, Pu Ren, Yang Liu, Hao Sun
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning. ICLR (2022)
Pu Ren, Chengping Rao, Yang Liu, Jian-Xun Wang, Hao Sun
PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving Spatiotemporal PDEs. CoRR (2021)
Chengping Rao, Hao Sun, Yang Liu
Hard Encoding of Physics for Learning Spatiotemporal Dynamics. CoRR (2021)
Chengping Rao, Hao Sun, Yang Liu
Embedding Physics to Learn Spatiotemporal Dynamics from Sparse Data. CoRR (2021)
Chengping Rao, Yang Liu
Three-dimensional convolutional neural network (3D-CNN) for heterogeneous material homogenization. CoRR (2020)
Chengping Rao, Hao Sun, Yang Liu
Physics-informed deep learning for incompressible laminar flows. CoRR (2020)
Chengping Rao, Hao Sun, Yang Liu
Physics informed deep learning for computational elastodynamics without labeled data. CoRR (2020)