Latent-space time evolution of non-intrusive reduced-order models using Gaussian process emulation
Romit Maulik, Themistoklis Botsas, Nesar Ramachandra, Lachlan Mason, Indranil Pan
Topics & Concepts
EmulationComputer scienceGaussian processAlgorithmInterpolation (computer graphics)Robustness (evolution)InterpretabilityGaussianMachine learningMathematical optimizationArtificial intelligenceMathematicsPhysicsBiochemistryEconomicsGeneMotion (physics)ChemistryEconomic growthQuantum mechanicsModel Reduction and Neural NetworksGaussian Processes and Bayesian InferenceFluid Dynamics and Turbulent Flows