activity
20232026
most citedThe FluidFlower International Benchmark Study: Process, Modeling Results, and Comparison to Experimental Data

11 citations · 14 across the 7 of their papers we have counts for

collaborators

7 papers

cs.LG2026

Learning Pore-scale Multiphase Flow from 4D Velocimetry

Chunyang Wang, Linqi Zhu, Yuxuan Gu +9

Multiphase flow in porous media underpins subsurface energy and environmental technologies, including geological CO storage and underground hydrogen storage, yet pore-scale dyn…

physics.geo-ph2025

Sensitivity of Trapping Efficiency and Relative Permeability to Experimental Methodology in Laboratory Core Flooding

Catherine Spurin, Catherine Callas, Takeshi Kurotori +2

Understanding the migration and trapping of CO in the subsurface is vital to geologic carbon storage projects. Traditional characterization methods employ steady-state co-injec…

physics.flu-dyn2024

Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network

Yuxuan Gu, Catherine Spurin, Gege Wen

Understanding the process of multiphase fluid flow through porous media is crucial for many climate change mitigation technologies, including CO geological storage, hydrogen st…

physics.geo-ph2024★ 2 cited

Python workflow for segmenting multiphase flow in porous rocks

Catherine Spurin, Sharon Ellman, Dane Sherburn +2

X-ray micro-computed tomography (X-ray micro-CT) is widely employed to investigate flow phenomena in porous media, providing a powerful alternative to core-scale experiments for es…

physics.geo-ph2024★ 1 cited

Dynamic Mode Decomposition of real-time 4D imaging data to explore intermittent fluid connectivity in subsurface flows

Aman Raizada, Steffen Berg, Sally M. Benson +2

The interaction of multiple fluids through a heterogeneous pore space leads to complex pore-scale flow dynamics, such as intermittent pathway flow. The non-local nature of these dy…

physics.flu-dyn2023

The role of injection method on residual trapping at the pore-scale in continuum-scale samples

Catherine Spurin, Sharon Ellman, Tom Bultreys +1

The injection of CO into underground reservoirs provides a long term solution for anthropogenic emissions. A variable injection method (such as ramping the flow rate up or down…

physics.geo-ph2023★ 11 cited

The FluidFlower International Benchmark Study: Process, Modeling Results, and Comparison to Experimental Data

Bernd Flemisch, Jan M. Nordbotten, Martin Fernø +30

Successful deployment of geological carbon storage (GCS) requires an extensive use of reservoir simulators for screening, ranking and optimization of storage sites. However, the ti…