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Dinghan Wang

University of Texas at Austin

2317 Speedway

Austin, TX 78712

United States

  • University of Texas at Austin

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Bayesian Updating with Multivariate Machine Learning-based Prior and Spatial Geostatistics-based Likelihood for Posterior Predictions of Unconventional Reservoir Performance

Number of pages: 19 Posted: 15 May 2026
Dinghan Wang, John Foster, Yingda Lu, Andrea Thompson and Michael J. Pyrcz
University of Texas at Austin, University of Texas at Austin, University of Texas at Austin, affiliation not provided to SSRN and University of Texas at Austin
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Abstract:

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Bayesian updating, uncertainty model quantification, kriging, spatial geostatistics-based likelihood, multivariate machine learning-based prior, decision-making