Automated Reservoir History Matching Framework: Integrating Graph Neural Networks, Transformer, and Optimization for Enhanced Interwell Connectivity Inversion

Understanding interwell connectivity during water-flooding reservoir development is crucial for analyzing the characteristics of remaining oil and optimizing technical measures. The key lies in establishing an inversion method to identify interwell connectivity. However, traditional history matching...

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Vydané v:	Processes Ročník 13; číslo 5; s. 1386
Hlavní autori:	Liu, Botao, Xu, Tengbo, Xu, Yunfeng, Zhao, Hui, Li, Bo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.05.2025
Predmet:	Accuracy Adaptability Algorithms Capacitance Computational linguistics Connectivity Deep learning Efficiency Electric transformers Embedding Evolution Evolutionary computation Geology Graph neural networks Graphical representations Identification methods Language processing Li Bai Lithology Matching Mathematical models Mathematical optimization Methods Natural language interfaces Neural networks Numerical analysis Optimization Particle swarm optimization Reservoirs Simulation Technology application Water flooding
ISSN:	2227-9717, 2227-9717
On-line prístup:	Získať plný text
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