Pu Ren - Publications, H-index & Citations

Pu Ren

Lawrence Berkeley National Laboratory

8H指数

36论文数

634被引数

收录论文 11

发表时间

Rapid wavefield forecasting for earthquake early warning via deep sequence to sequence learning 基于深度序列到序列学习的地震早期预警快速波场预测

Nature Communications

IF15.7

2025-11-23

OAAI

Dongwei Lyu; Rie Nakata; Pu Ren; Michael W. Mahoney; Arben Pitarka; Nori Nakata; N. Benjamin Erichson

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

Data-driven modelling of fully nonlinear wave loads on offshore wind-turbine monopiles at prototype scale

MARINE STRUCTURES

IF5.1

2025-04-01

OAAI

Tan, Weikai; Ren, Pu; Cao, Deping; Liang, Hui; Chen, Hao

Forecasting high-dimensional spatio-temporal systems from sparse measurements

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-12-18

OAAI

Song, Jialin; Song, Zezheng; Ren, Pu; Erichson, N. Benjamin; Mahoney, Michael W.; Li, Xiaoye S.

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

An unsupervised machine learning approach for ground-motion spectra clustering and selection 一种用于地面运动谱聚类和选择的无监督机器学习方法

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

IF5

2023-12-12

OAAI

Bond, Robert Bailey; Ren, Pu; Hajjar, Jerome F.; Sun, Hao

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

Clustering and Selection of Hurricane Wind Records Using Autoencoder and k-Means Algorithm

JOURNAL OF STRUCTURAL ENGINEERING

IF3.9

2023-08-01

PREAI

Du, Xinlong; Hajjar, Jerome F.; Bond, Robert Bailey; Ren, Pu; 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

Autoregressive matrix factorization for imputation and forecasting of spatiotemporal structural monitoring time series

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-04-01

PREAI

Zhang, Peijie; Ren, Pu; Liu, Yang; Sun, Hao

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

研究方向