A data-driven surrogate to image-based flow simulations in porous media
Ali Takbiri-Borujeni, Hadi Kazemi, Nasser M. Nasrabadi
Topics & Concepts
Lattice Boltzmann methodsPorous mediumComputer scienceFidelityComputational fluid dynamicsAlgorithmHigh fidelityPixelSurrogate modelComputational sciencePorosityMechanicsArtificial intelligenceMachine learningPhysicsMaterials scienceTelecommunicationsAcousticsComposite materialLattice Boltzmann Simulation StudiesGenerative Adversarial Networks and Image SynthesisImage and Signal Denoising Methods