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physics.comp-ph2026
Probabilistic Upscaling of Hydrodynamics in Geological Fractures Under Uncertainty
Sarah Perez, Florian Doster, Hannah Menke +2
Flow and transport in fractured geological media are strongly controlled by aperture heterogeneity and uncertainty in subsurface characterisation, yet most upscaling approaches rel…
cond-mat.dis-nn2026
Machine learning cannot decarbonise the subsurface until it can be audited
Hannah P. Menke, Ahmed H. Elsheikh, Lingli Wei +2
Geological CO2 storage, geothermal energy and underground hydrogen storage depend on irreversible or high-cost decisions made with sparse data and incomplete physical understanding…