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PMNN: Physical model-driven neural network for solving time-fractional differential equations

Zhiying Ma, Jie Hou, Wenhao Zhu, Yaxin Peng, Ying Li

2023Chaos Solitons & Fractals27 citationsDOI

Topics & Concepts

Artificial neural networkDiscretizationInterpolation (computer graphics)Computer scienceApplied mathematicsConvergence (economics)Differential equationMathematical optimizationAlgorithmMathematicsArtificial intelligenceMathematical analysisMotion (physics)Economic growthEconomicsFractional Differential Equations SolutionsModel Reduction and Neural NetworksNanofluid Flow and Heat Transfer
PMNN: Physical model-driven neural network for solving time-fractional differential equations | Litcius