Physics-informed neural network combined with characteristic-based split for solving forward and inverse problems involving Navier–Stokes equations
Shuang Hu, Meiqin Liu, Senlin Zhang, Shanling Dong, Ronghao Zheng
Topics & Concepts
Artificial neural networkBackpropagationBoundary (topology)Convergence (economics)Boundary value problemInverse problemComputer scienceApplied mathematicsCompressibilityMathematical optimizationMathematicsMathematical analysisArtificial intelligencePhysicsThermodynamicsEconomicsEconomic growthModel Reduction and Neural NetworksSeismic Imaging and Inversion TechniquesImage and Signal Denoising Methods