It's All in the Context: Sensitivity-Aware Digital Twins for Underground Storage

TitleIt's All in the Context: Sensitivity-Aware Digital Twins for Underground Storage
Publication TypeConference
Year of Publication2025
AuthorsAbhinav Prakash Gahlot, Bhar, I, Felix J. Herrmann
Conference NameSIAM Conference on Mathematical & Computational Issues in the Geosciences, Baton Rouge
Month10
KeywordsAmortized Variational Inference, Bayesian inference, conditional normalizing flows, data assimilation, decision making, digital twin, experimental design, GCS, Imaging, Inverse problems, permeability, reservoir simulation, rock physics, RTM, SIAM, Summary Statistics, Uncertainty quantification
URLhttps://slim.gatech.edu/Publications/Public/Conferences/SIAM/2025/gahlot2025SIAMiac
Citation Keygahlot2025SIAMiac