Accelerated Bayesian inference-based history matching of petroleum reservoirs using polynomial chaos expansions

DOI10.1080/17415977.2021.1973455OpenAlexW3196705237MaRDI QIDQ5861329

Supreet Singh Bahga, Jyoti Phirani, Sufia Khatoon

Publication date: 4 March 2022

Published in: Inverse Problems in Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/17415977.2021.1973455

zbMATH Keywords

inverse problemsBayesian inferencehistory matchingpolynomial chaos

Mathematics Subject Classification ID

Parametric inference (62Fxx) Markov processes (60Jxx) Probabilistic methods, stochastic differential equations (65Cxx)

Related Items (1)

Sparse polynomial chaos expansions for uncertainty quantification in thermal tomography

Cites Work

• Stochastic spectral methods for efficient Bayesian solution of inverse problems
• Evaluation of Gaussian approximations for data assimilation in reservoir models
• Model-reduced gradient-based history matching
• Recent progress on reservoir history matching: a review
• A Bayesian inference approach to the inverse heat conduction problem
• Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics
• Spectral Methods for Uncertainty Quantification
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