Deep learning observables in computational fluid dynamics
Kjetil Olsen Lye, Siddhartha Mishra, Deep Ray
Topics & Concepts
Computer scienceObservableMonte Carlo methodHyperparameterArtificial neural networkSolverDeep learningUncertainty quantificationAlgorithmNonlinear systemMathematical optimizationArtificial intelligenceApplied mathematicsMathematicsMachine learningPhysicsQuantum mechanicsStatisticsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignGaussian Processes and Bayesian Inference