Thermodynamics-Informed Neural Network (TINN) for Phase Equilibrium Calculations Considering Capillary Pressure
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- Wang, Hui & Chen, Li & Qu, Zhiguo & Yin, Ying & Kang, Qinjun & Yu, Bo & Tao, Wen-Quan, 2020. "Modeling of multi-scale transport phenomena in shale gas production — A critical review," Applied Energy, Elsevier, vol. 262(C).
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- Hariharan Ramachandran & Andreia Plaza-Faverola & Hugh Daigle, 2022. "Impact of Gas Saturation and Gas Column Height at the Base of the Gas Hydrate Stability Zone on Fracturing and Seepage at Vestnesa Ridge, West-Svalbard Margin," Energies, MDPI, vol. 15(9), pages 1-25, April.
- Song, Haoran & Zhong, Zheng & Lin, Baiquan, 2023. "Mechanical degradation model of porous coal with water intrusion," Energy, Elsevier, vol. 278(C).
- Piotr Pałka & Robert Olszewski & Agnieszka Wendland, 2022. "Using Spatial Data Science in Energy-Related Modeling of Terraforming the Martian Atmosphere," Energies, MDPI, vol. 15(14), pages 1-24, July.
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Keywords
phase equilibrium; flash calculation; deep learning; TINN;All these keywords.
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