Pu Ren

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

Pu Ren, Chengping Rao, Yang Liu et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 239 citations · Full text

Engineering, Pde-constrained Optimization, Physics +5

Encoding physics to learn reaction–diffusion processes

Chengping Rao, Pu Ren, Qi Wang et al. · Nature Machine Intelligence · 2023 · 116 citations

Physics, Physic Aware Machine Learning, Diffusion Process +3

SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain

Pu Ren, Chengping Rao, Su Chen et al. · Computer Physics Communications · 2023 · 74 citations

Physics, Seismic Wave, Seismic Wave Modeling +7

Incremental Bayesian matrix/tensor learning for structural monitoring data imputation and response forecasting

Pu Ren, Xinyu Chen, Lijun Sun et al. · Mechanical Systems and Signal Processing · 2021 · 65 citations

Latent Modeling, Engineering, Machine Learning +10

PhySR: Physics-informed deep super-resolution for spatiotemporal data

Pu Ren, Chengping Rao, Yang Liu et al. · Journal of Computational Physics · 2023 · 38 citations

Super-resolution Imaging, Engineering, Data Science +7