Towards efficient and accurate CO2 sequestration optimization: Integrating hierarchical spatio-temporal information into deep-learning-based surrogate models
Jingqi Lin, Kai Zhang, Liming Zhang, Piyang Liu, Wenfeng Peng, Huaqing Zhang, Xia Yan, Chen Liu, Yongfei Yang, Hai Sun, Jun Yao
Topics & Concepts
Computer scienceArtificial intelligenceMachine learningDeep learningMulti-task learningWorkflowTransfer of learningOverfittingTask (project management)Artificial neural networkDatabaseManagementEconomicsCO2 Sequestration and Geologic InteractionsReservoir Engineering and Simulation MethodsEnhanced Oil Recovery Techniques