Zhicheng Wang

DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks

Shengze Cai, Zhicheng Wang, Lu Lu et al. · Journal of Computational Physics · 2021 · 189 citations · Full text

Numerical Analysis, Engineering, Machine Learning +10

Forecasting solar-thermal systems performance under transient operation using a data-driven machine learning approach based on the deep operator network architecture

Julián D. Osorio, Zhicheng Wang, George Em Karniadakis et al. · Energy Conversion and Management · 2021 · 51 citations

Intelligent Forecasting, Engineering, Machine Learning +11

Physics-informed neural networks with hard constraints for inverse design

Lu Lu, Raphaël Pestourie, Wenjie Yao et al. · arXiv (Cornell University) · 2021 · 47 citations · Full text

Model Optimization, Evolving Neural Network, Engineering +14

Heat Transfer Prediction With Unknown Thermal Boundary Conditions Using Physics-Informed Neural Networks

Shengze Cai, Zhicheng Wang, Chryssostomos Chryssostomidis et al. · 2020 · 36 citations

Engineering, Machine Learning, Convective Heat Transfer +18

Deep Learning of Vortex Induced Vibrations

Maziar Raissi, Zhicheng Wang, Michael S. Triantafyllou et al. · 2018 · 36 citations · Full text

Aeroacoustics, Convolutional Neural Network, Engineering +17