Solving differential equations using deep neural networks
Craig Michoski, Miloš Milosavljević, Todd Oliver, D. R. Hatch
Topics & Concepts
Computer scienceA priori and a posterioriPartial differential equationNonlinear systemArtificial neural networkFinite element methodApplied mathematicsEuler equationsFinite volume methodShock (circulatory)Compressible flowCompressibilityAlgorithmArtificial intelligenceMathematicsMathematical analysisPhysicsPhilosophyThermodynamicsEpistemologyInternal medicineMedicineQuantum mechanicsMechanicsModel Reduction and Neural NetworksComputational Fluid Dynamics and AerodynamicsFluid Dynamics and Turbulent Flows