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Yi-Ran Wang

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Open access Sep 2026

A Fast Random-Feature Surrogate for Geothermal Heat-Transport Prediction and Breakthrough Risk Screening

Repeated geothermal evaluation motivates inexpensive flow and heat-transport approximations. We combine proper orthogonal decomposition (POD) with extreme learning machine (ELM) regression to reconstruct temperature fields and predict production curves and horizon-capped breakthrough times from simulation data. A manuf...

Yi-Ran Wang · 0 citations

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