Publications

Deep Learning-Assisted Flash Calculations for Underground Hydrogen Storage

A hybrid thermodynamic and deep-learning workflow for accelerating flash calculations in underground hydrogen storage simulation.

Zhilei Han

A novel robust optimization framework based on surrogate modeling for underground hydrogen storage in depleted natural gas reservoirs

Surrogate-model-based robust optimization for underground hydrogen storage in depleted natural gas reservoirs.

Zhilei Han

Numerical Simulation of Coupling Compositional Two-Phase Flow and Micro-Bio Reactive Transport in Underground Hydrogen Storage

A coupled compositional-flow and microbial reactive-transport framework for underground hydrogen storage.

Zhilei Han