Surrogate-assisted Bayesian inversion of fracture network parameters from elastic waves
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This record provides the tabular dataset used in the analyses reported in the manuscript “Surrogate-Assisted Bayesian Inference of Fracture Network Parameters from Elastic Waves: A Sensitivity-Guided Approach” Files data_waves.csv: A single comma-separated values (CSV) file containing wave-transport metrics and associated fracture-network parameters for all simulated cases. Columns (6) power_law: power-law exponent of the fracture length distribution (a) density: fracture density (d) percolation: percolation parameter (p) kappa: dimensionless fracture stiffness parameter used in the numerical experiments Qinv: inverse quality factor derived from the simulations E: transmitted energy metric derived from the simulations Notes: The dataset contains derived metrics used for sensitivity analysis, surrogate modeling, and Bayesian inversion; it does not include full wavefield time series.



