Enhancement of shock-capturing methods via machine learning
Ben Stevens, Tim Colonius
Topics & Concepts
Computer scienceInviscid flowArtificial neural networkNonlinear systemSet (abstract data type)Euler's formulaAlgorithmWaveformArtificial intelligenceMachine learningEuler methodData setApplied mathematicsFunction approximationEuler equationsNumerical analysisNoisy dataBackward Euler methodAdvectionMathematical optimizationModel Reduction and Neural NetworksComputational Fluid Dynamics and AerodynamicsNumerical methods for differential equations