Least-squares ReLU neural network (LSNN) method for linear advection-reaction equation
Zhiqiang Cai, Jingshuang Chen, Min Liu
Topics & Concepts
Artificial neural networkDiscretizationMathematicsApplied mathematicsLeast-squares function approximationActivation functionDegrees of freedom (physics and chemistry)AlgorithmBenchmark (surveying)AdvectionComputer scienceMathematical analysisPhysicsArtificial intelligenceQuantum mechanicsGeodesyEstimatorStatisticsGeographyThermodynamicsModel Reduction and Neural NetworksAdvanced Numerical Methods in Computational MathematicsNumerical methods in engineering