Presents a likelihood-free transport map learned by minimizing an averaged energy-distance objective to amortize Bayesian inference for inverse problems, including PDE-constrained cases with neural operator representations.
author Batlle, P
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
UNVERDICTED 2representative citing papers
A robust feedback control system is designed to regulate induced seismicity rates in the Groningen gas reservoir by modulating production rates under operational constraints.
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Amortized Energy-Based Bayesian Inference
Presents a likelihood-free transport map learned by minimizing an averaged energy-distance objective to amortize Bayesian inference for inverse problems, including PDE-constrained cases with neural operator representations.
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A Control Framework for Induced Seismicity Mitigation in Groningen Gas Reservoir
A robust feedback control system is designed to regulate induced seismicity rates in the Groningen gas reservoir by modulating production rates under operational constraints.