CoSwinNet: A conditional Swin Transformer multimodal surrogate model for subsurface multiphase flow
Zhao Feng, Zeeshan Tariq, Zhong Zhang, Peilin Zhao, Ruize Zhao, Wenhao Wang, Xinwo Huang, Bicheng Yan, Xianda Shen, Fengshou Zhang
Topics & Concepts
Multiphase flowComputer scienceComputationInferenceTransformerArtificial intelligenceSurrogate modelDeep learningArtificial neural networkMachine learningAlgorithmReservoir simulationFluid dynamicsDiscretizationComputer simulationReservoir Engineering and Simulation MethodsCO2 Sequestration and Geologic InteractionsModel Reduction and Neural Networks