Uncertainty quantification of unconventional reservoirs using assisted history matching methods

EMK Eltahan - 2019 - repositories.lib.utexas.edu
A hallmark of unconventional reservoirs is characterization uncertainty. Assisted History
Matching (AHM) methods provide attractive means for uncertainty quantification (UQ) …

Benchmarking of advanced methods for assisted history matching and uncertainty quantification

M Araujo, C Chen, G Gao, J Jennings… - SPE Reservoir …, 2019 - onepetro.org
Increased access to computational resources has allowed reservoir engineers to include
assisted history matching (AHM) and uncertainty quantification (UQ) techniques as standard …

Bayesian surrogate learning in dynamic simulator-based regression problems

X Chen, M Hobson - arXiv preprint arXiv:1901.08898, 2019 - arxiv.org
The estimation of unknown values of parameters (or hidden variables, control variables) that
characterise a physical system often relies on the comparison of measured data with …