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Adaptive fractional physics-informed neural networks for solving forward and inverse problems of anomalous heat conduction in functionally graded materials

Xingdan Ma, Lin Qiu, Benrong Zhang, Guozheng Wu, Fajie Wang

2024International Journal of Heat and Mass Transfer27 citationsDOI

Topics & Concepts

Thermal conductionInverseInverse problemArtificial neural networkStatistical physicsPhysicsInverse temperatureApplied mathematicsComputer scienceMathematical analysisMathematicsQuantum mechanicsThermodynamicsArtificial intelligenceGeometryModel Reduction and Neural NetworksNumerical methods in inverse problemsThermoelastic and Magnetoelastic Phenomena
Adaptive fractional physics-informed neural networks for solving forward and inverse problems of anomalous heat conduction in functionally graded materials | Litcius