Litcius/Paper detail

Deep-learning-based surrogate model for reservoir simulation with time-varying well controls

Zhaoyang Jin, Y. Liu, Louis J. Durlofsky

2020Journal of Petroleum Science and Engineering142 citationsDOI

Topics & Concepts

Reservoir simulationComputer scienceFunction (biology)Subspace topologyComputationFlow (mathematics)Deep learningSimulationAlgorithmArtificial intelligenceGeologyPetroleum engineeringMechanicsPhysicsEvolutionary biologyBiologyModel Reduction and Neural NetworksReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis