GEPINN: An innovative hybrid method for a symbolic solution to the Lane–Emden type equation based on grammatical evolution and physics-informed neural networks
Hassan Dana Mazraeh, Kourosh Parand
Topics & Concepts
Artificial neural networkComputer scienceOrdinary differential equationGrammatical evolutionNonlinear systemType (biology)Context (archaeology)GrammarDifferential equationArtificial intelligenceAlgorithmApplied mathematicsTheoretical computer scienceMathematicsPhysicsMathematical analysisPaleontologyPhilosophyBiologyLinguisticsGenetic programmingQuantum mechanicsEcologyModel Reduction and Neural NetworksFractional Differential Equations SolutionsNeural Networks and Reservoir Computing