3 papers
physics.geo-ph2026
Learning and Inferring Multiphase Flow Dynamics in Porous Media using Scientific Machine Learning: Application to the "FluidFlower" CO2 Injection Experiment
Hannah Lu, Lluis Salo-Salgado, Yun-Ting Chou +2
Accurate prediction and parameter identification of multiphase flow in porous media remain central challenges in geological carbon dioxide storage due to strong nonlinearities, hig…
physics.geo-ph2025
Lithological Controls on the Permeability of Geologic Faults: Surrogate Modeling and Sensitivity Analysis
Hannah Lu, Lluıs Salo-Salgado, Ruben Juanes
Fault zones exhibit complex and heterogeneous permeability structures influenced by stratigraphic, compositional, and structural factors, making them critical yet uncertain compone…
physics.geo-ph2024
Uncertainty Quantification of Fluid Leakage and Fault Instability in Geologic CO2 Storage
Hannah Lu, Lluis Salo-Salgado, Youssef M. Marzouk +1
Geologic CO storage is an important strategy for reducing greenhouse gas emissions to the atmosphere and mitigating climate change. In this process, coupling between mechanical…