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Chengping Rao (饶成平)
Chengping Rao (饶成平)
Ph.D., Northeastern University
Verified email at northeastern.edu
Title
Cited by
Cited by
Year
Physics-informed deep learning for incompressible laminar flows
C Rao, H Sun, Y Liu
Theoretical and Applied Mechanics Letters 10 (3), 207-212, 2020
2112020
Physics-informed deep learning for computational elastodynamics without labeled data
C Rao, H Sun, Y Liu
Journal of Engineering Mechanics 147 (8), 04021043, 2021
2102021
Three-dimensional convolutional neural network (3D-CNN) for heterogeneous material homogenization
C Rao, Y Liu
Computational Materials Science 184, 109850, 2020
1922020
PhyCRNet: Physics-informed convolutional-recurrent network for solving spatiotemporal PDEs
P Ren, C Rao, Y Liu, JX Wang, H Sun
Computer Methods in Applied Mechanics and Engineering 389, 114399, 2022
1022022
Numerical study of the wave-induced slamming force on the elastic plate based on MPS-FEM coupled method
C Rao, D Wan
Journal of Hydrodynamics 30 (1), 70-78, 2018
292018
Encoding physics to learn reaction–diffusion processes
C Rao, P Ren, Q Wang, O Buyukozturk, H Sun, Y Liu
Nature Machine Intelligence 5 (7), 765-779, 2023
242023
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning
C Rao, P Ren, Y Liu, H Sun
International Conference on Learning Representations (ICLR) 2022, 2022
202022
Numerical simulation of the solitary wave interacting with an elastic structure using MPS-FEM coupled method
C Rao, Y Zhang, D Wan
Journal of Marine Science and Application 16 (4), 395-404, 2017
192017
PhySR: Physics-informed deep super-resolution for spatiotemporal data
P Ren, C Rao, Y Liu, Z Ma, Q Wang, JX Wang, H Sun
Journal of Computational Physics 492, 112438, 2023
182023
Hard Encoding of Physics for Learning Spatiotemporal Dynamics
C Rao, H Sun, Y Liu
ICLR Workshop on Deep Learning for Simulation, 1-10, 2021
162021
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain
P Ren, C Rao, S Chen, JX Wang, H Sun, Y Liu
Computer Physics Communications 295, 109010, 2024
122024
FSI analysis of solitary wave interacting with horizontal flexible plate by MPS-FEM Method
C Rao, Y Zhang, D Wan
ISOPE International Ocean and Polar Engineering Conference, ISOPE-I-17-043, 2017
112017
Numerical simulation of water entry for two-dimensional wedge by MPS
X Chen, C Rao, D Wan
Chin. J. Comput. Mech 34 (3), 356-362, 2017
112017
Embedding physics to learn spatiotemporal dynamics from sparse data
C Rao, H Sun, Y Liu
arXiv preprint arXiv:2106.04781, 2021
72021
Physics-informed neural network for seismic wave inversion in layered semi-infinite domain
P Ren, C Rao, H Sun, Y Liu
arXiv preprint arXiv:2305.05150, 2023
32023
Numerical study of solitary wave slamming on a 3-D flexible plate by MPS-FEM Coupled Method
G Zhang, C Rao, D Wan
ISOPE International Ocean and Polar Engineering Conference, ISOPE-I-18-036, 2018
32018
Investigation of Interaction between Solitary Wave and Horizontal Plate based on MPS-FEM Coupled Method
C Rao, D Wan
Advances of Smoothed Particle Hydrodynamics: The Proceedings of the 2017 …, 2017
12017
Baking Physics into Deep Learning for Modeling Scientific Problems
C Rao
Northeastern University, 2021
2021
Numerical study of floating body motion under regular waves by MPS method
C Rao, D Wan
Proceedings of the Second Conference of Global Chinese Scholars on Hydrodynamics, 2016
2016
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Articles 1–19