2 papers
physics.geo-ph2026
FMSIM: A Multimodal Flow Matching Framework for Conditional Geomodeling
Jiayuan Huang, Suihong Song, Tapan Mukerji
Subsurface geomodeling plays a critical role in reservoir characterization, uncertainty quantification, and subsurface flow prediction. However, integrating heterogeneous sources o…
physics.geo-ph2026
DiffSIM: Unconditional and conditional facies simulation based on denoising diffusion generative models
Minghui Xu, Suihong Song, Tapan Mukerji
Constructing subsurface facies models that are geologically plausible and constrained by well facies is essential for analyzing sedimentary evolution, reservoir characterization, a…