Chengping Rao - Publications, H-index & Citations

Chengping Rao

Northeastern University

10H指数

32论文数

1.2K被引数

收录论文 7

发表时间

Learning spatiotemporal dynamics from sparse data via a high-order physics-encoded network 通过高阶物理编码网络从稀疏数据中学习时空动态

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2025-07-01

PREAI

Ren, Pu; Song, Jialin; Rao, Chengping; Wang, Qi; Guo, Yike; Sun, Hao; Liu, Yang

SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain SeismicNet: 用于在半无限域中进行地震波建模的物理通知神经网络

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2024-02-01

OAAI

Ren, Pu; Rao, Chengping; Chen, Su; Wang, Jian-Xun; Sun, Hao; Liu, Yang

PhySR: Physics-informed deep super-resolution for spatiotemporal data PhySR: 用于时空数据的物理信息深度超分辨率

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2023-11-01

PREAI

Ren, Pu; Rao, Chengping; Liu, Yang; Ma, Zihan; Wang, Qi; Wang, Jian-Xun; Sun, Hao

Encoding physics to learn reaction-diffusion processes 编码物理以学习反应扩散过程

NATURE MACHINE INTELLIGENCE

IF23.9

2023-07-17

PREAI

Rao, Chengping; Ren, Pu; Wang, Qi; Buyukozturk, Oral; Sun, Hao; Liu, Yang

PhyCRNet: Physics-informed convolutional-recurrent network for solving spatiotemporal PDEs

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-02-01

111

OAAI

Ren, Pu; Rao, Chengping; Liu, Yang; Wang, Jian-Xun; Sun, Hao

Physics-Informed Deep Learning for Computational Elastodynamics without Labeled Data

engineering fracture mechanics

IF3.2

2021-08-01

152

OAAI

Rao, Chengping; Sun, Hao; Liu, Yang

Three-dimensional convolutional neural network (3D-CNN) for heterogeneous material homogenization 三维卷积神经网络 (3D-CNN) 用于异质材料均匀化

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2020-11-01

191

OAAI

Rao, Chengping; Liu, Yang

研究方向