Nan Wang

Reconstruction of nearshore wave fields based on physics-informed neural networks

Nan Wang, Qin Chen, Zhao Chen · Coastal Engineering · 2022 · 52 citations

Nonlinear Ocean Waves, Engineering, Complex Sea State +8

Integration of data-driven and physics-based modeling of wind waves in a shallow estuary

Nan Wang, Qin Chen, Ling Zhu et al. · Ocean Modelling · 2022 · 31 citations · Full text

Engineering, Coastal Modeling, Shallow Water Hydrodynamics +19

Simultaneous mapping of nearshore bathymetry and waves based on physics-informed deep learning

Qin Chen, Nan Wang, Zhao Chen · Coastal Engineering · 2023 · 20 citations · Full text

Engineering, Surface Wave, Nearshore Bathymetry +17

Data-driven modeling of wind waves in upper Delaware Bay with living shorelines

Nan Wang, Qin Chen, Ling Zhu et al. · Ocean Engineering · 2022 · 15 citations

Data-driven Modeling, Coastal Management, Engineering +8

Learning dynamics from coarse/noisy data with scalable symbolic regression

Zhao Chen, Nan Wang · Mechanical Systems and Signal Processing · 2023 · 13 citations

Engineering, Machine Learning, Scalable Symbolic Regression +2