2 papers
cs.CE2024
Mechanical State Estimation with a Polynomial-Chaos-Based Statistical Finite Element Method
Vahab Narouie, Henning Wessels, Fehmi Cirak +1
The Statistical Finite Element Method (statFEM) offers a Bayesian framework for integrating computational models with observational data, thus providing improved predictions for st…
physics.geo-ph2024
Gaussian Processes enabled model calibration in the context of deep geological disposal
Lennart Paul, Jorge-Humberto Urrea-Quintero, Umer Fiaz +5
Deep geological repositories are critical for the long-term storage of hazardous materials, where understanding the mechanical behavior of emplacement drifts is essential for safet…