Surrogate‐Model Assisted Plausibility‐Check, Calibration, and Posterior‐Distribution Evaluation of Subsurface‐Flow Models
Abstract Modern physics‐based subsurface‐flow models often require many parameters and computationally costly simulations. This prohibits traditional ensemble‐based conditioning. We expedite the calibration of such models by using surrogate/proxy models based on Gaussian Process Regression (GPR). In...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2023-07-01
|
| Series: | Water Resources Research |
| Subjects: | |
| Online Access: | https://doi.org/10.1029/2023WR034453 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|