Deep learning solver for solving advection–diffusion equation in comparison to finite difference methods

Ahmed Khan Salman, Arman Pouyaei, Yunsoo Choi, Yannic Lops, Alqamah Sayeed

2022Communications in Nonlinear Science and Numerical Simulation16 citationsDOI

Topics & Concepts

SolverInterpolation (computer graphics)Finite difference methodPartial differential equationFinite differenceAdvectionComputer scienceApplied mathematicsAlgorithmMathematicsMathematical optimizationMathematical analysisArtificial intelligencePhysicsMotion (physics)ThermodynamicsMeteorological Phenomena and SimulationsWind and Air Flow StudiesHydrological Forecasting Using AI