Well2Flow: Reconstruction of reservoir states from sparse wells using score-based generative models

TitleWell2Flow: Reconstruction of reservoir states from sparse wells using score-based generative models
Publication TypeConference
Year of Publication2025
AuthorsZeng, S, Haoyun Li, Abhinav Prakash Gahlot, Felix J. Herrmann
Conference NameInternational Meeting for Applied Geoscience and Energy
Month8
Keywordsdeep learning, diffusion-pde models, Generative models, history matching, IMAGE, reservoir simulation, score, SEG, sparse observations, Uncertainty quantification
URLhttps://slim.gatech.edu/Publications/Public/Conferences/SEG/2025/zeng2025IMAGEw2f
DOI10.48550/arXiv.2504.06305
URL2
Citation Keyzeng2025IMAGEw2f