Litcius/Paper detail

Use of multifidelity training data and transfer learning for efficient construction of subsurface flow surrogate models

Su Jiang, Louis J. Durlofsky

2022Journal of Computational Physics47 citationsDOI

Topics & Concepts

Computer scienceFidelitySurrogate modelData assimilationTransfer of learningResidualMachine learningArtificial intelligenceComputationAlgorithmTelecommunicationsMeteorologyPhysicsReservoir Engineering and Simulation MethodsDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis
Use of multifidelity training data and transfer learning for efficient construction of subsurface flow surrogate models | Litcius