An improved physics-informed neural network framework for solving transient nonlinear and inhomogeneous heat conduction problems
Yuxuan Li, Weihang Liu, Jiawen Ren, Miao Cui, Zechou Zhang, Mikhail A. Nikolaitchik
Topics & Concepts
Transient (computer programming)Thermal conductionNonlinear systemArtificial neural networkComplex systemStatistical physicsMaterials scienceComputer scienceApplied mathematicsPhysicsThermodynamicsArtificial intelligenceMathematicsQuantum mechanicsOperating systemModel Reduction and Neural NetworksHeat Transfer MechanismsHeat Transfer and Optimization