2 papers
cs.LG2025
FFINO: Factorized Fourier Improved Neural Operator for Modeling Multiphase Flow in Underground Hydrogen Storage
Tao Wang, Hewei Tang
Underground hydrogen storage (UHS) is a promising energy storage option for the current energy transition to a low-carbon economy. Fast modeling of hydrogen plume migration and pre…
cs.LG2025
COMPOL: A Unified Neural Operator Framework for Scalable Multi-Physics Simulations
Junqi Qu, Tao Wang, Yushun Dong +2
Multiphysics simulations play an essential role in accurately modeling complex interactions across diverse scientific and engineering domains Although neural operators especially t…