Experimental Physics-Motivated Residual Learning for Steam-Assisted High-Viscosity Oil Production and Thermal-Efficiency-Based Steam-Supply Selection

Steam injection is an energy-intensive enhanced-oil-recovery method for high-viscosity reservoirs, and its performance is controlled by coupled heat delivery, steam condensation, temperature-dependent viscosity reduction, mobility change and reservoir filtration response. This study develops an expe...

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Autores principales:	Kadyrzhan Zaurbekov, Seitzhan Zaurbekov, Ertis Aksholakov, Boris V. Malozyomov, Nikita V. Martyushev
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2026-07-01
Colección:	Applied Sciences
Materias:	high-viscosity oil steam injection thermal enhanced oil recovery experimental validation physics-motivated residual learning production forecasting
Acceso en línea:	https://www.mdpi.com/2076-3417/16/13/6823
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