Yizheng Wang

Kolmogorov–Arnold-Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov–Arnold Networks

Yizheng Wang, Jia Sun, Jinshuai Bai et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 154 citations

Computing, Computer Science, Physics +13

Multi-scale modeling in thermal conductivity of Polyurethane incorporated with Phase Change Materials using Physics-Informed Neural Networks

Bokai Liu, Yizheng Wang, Timon Rabczuk et al. · Renewable Energy · 2023 · 151 citations · Full text

Architecture, Materials Engineering, Materials Science +17

Variational Physics-informed Neural Operator (VINO) for solving partial differential equations

Mohammad Sadegh Eshaghi, Cosmin Anitescu, Manish Thombre et al. · Computer Methods in Applied Mechanics and Engineering · 2025 · 141 citations · Full text

Natural Sciences, Mathematics, Physics +14

Formation of a Snf1-Mec1-Atg1 Module on Mitochondria Governs Energy Deprivation-Induced Autophagy by Regulating Mitochondrial Respiration

Cong Yi, Jingjing Tong, Puzhong Lu et al. · Developmental Cell · 2017 · 86 citations · Full text

Life Sciences, Biochemistry, Cell Biology +16

CENN: Conservative energy method based on neural networks with subdomains for solving variational problems involving heterogeneous and complex geometries

Yizheng Wang, Jia Sun, Wei Li et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 81 citations

Engineering, Computational Engineering, Computational Mechanics +14