crossrefJournal of Geophysical Research: Machine Learning and Computation2026-07-18
Surrogate‐Assisted Bayesian Inference of Fracture Network Parameters From Elastic Waves: A Sensitivity‐Guided Approach
Le Zhang, Qinghua Lei, Longjun Dong, Chuanyin Jiang, Thomas Hermans
Abstract We develop a sensitivity‐guided, surrogate‐assisted Bayesian framework to infer fracture network parameters from elastic waves. Synthetic fracture networks characterized by power‐law length exponent , fracture density , and percolation parameter are constructed. Elastic…