Concepedia

Han Gao

HG

Statistics

Publications

6

Citations

2K

H-Index

6

Active since

2019

Affiliations

University of Notre Dame(Current)

Han Gao is an author at University of Notre Dame specializing in deep learning, computational fluid dynamics, and physics.

ORCID

Publications per year

2019–2022

6

Publications

6

Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data

Luning Sun, Han Gao, Shaowu Pan et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 982 citations · Full text

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PhyGeoNet: Physics-informed geometry-adaptive convolutional neural networks for solving parameterized steady-state PDEs on irregular domain

Han Gao, Luning Sun, Jianxun Wang · Journal of Computational Physics · 2020 · 581 citations · Full text

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Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems

Han Gao, Matthew J. Zahr, Jianxun Wang · Computer Methods in Applied Mechanics and Engineering · 2022 · 284 citations · Full text

, , +17

SSR-VFD: Spatial Super-Resolution for Vector Field Data Analysis and Visualization

Li Guo, Shaojie Ye, Jun Han et al. · 2020 · 58 citations

, , +16

Non-intrusive model reduction of large-scale, nonlinear dynamical systems using deep learning

Han Gao, Jianxun Wang, Matthew J. Zahr · Physica D Nonlinear Phenomena · 2020 · 43 citations · Full text

, , +14

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