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#machine learning Preprint Sep 2026

Autoregressive Physics-Informed Neural Operator Surrogates and Joint 4-D Seismic-Production Bayesian History Matching

A surrogate-accelerated Bayesian history-matching framework, demonstrated on a realistic synthetic model, with an exposure bound and a Loewner-order inequality explaining why joint assimilation is no less informative.

Clement Etienam, D. Blom, H. Pattathil et al. · 0 citations

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