Weien Zhou

TONR: An exploration for a novel way combining neural network with topology optimization

Zeyu Zhang, Yu Li, Weien Zhou et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 104 citations

Computing, Computer Science, Machine Learning +10

Multi-Source Selective Transfer Framework in Multi-Objective Optimization Problems

Jun Zhang, Weien Zhou, Xianqi Chen et al. · IEEE Transactions on Evolutionary Computation · 2019 · 96 citations

Architecture, Computational Engineering, Systems Engineering +16

Temperature field inversion of heat-source systems via physics-informed neural networks

Xü Liu, Wei Peng, Zhiqiang Gong et al. · Engineering Applications of Artificial Intelligence · 2022 · 85 citations · Full text

Computing, Computational Engineering, Physics +16

A novel meta-learning initialization method for physics-informed neural networks

Xu Liu, Xiaoya Zhang, Wei Peng et al. · Neural Computing and Applications · 2022 · 78 citations · Full text

Computing, Computer Science, Physics +12

A deep neural network surrogate modeling benchmark for temperature field prediction of heat source layout

Xianqi Chen, Xiaoyu Zhao, Zhiqiang Gong et al. · Science China Physics Mechanics and Astronomy · 2021 · 77 citations

Computing, Computational Engineering, Mechanical Engineering +13