Physics-informed neural networks for solving multiscale mode-resolved phonon Boltzmann transport equation
Ruiyang Li, Eungkyu Lee, Tengfei Luo
Topics & Concepts
PhononBoltzmann equationCurse of dimensionalityStatistical physicsArtificial neural networkEnergy transportPhysicsConvection–diffusion equationComputational physicsComputer scienceArtificial intelligenceQuantum mechanicsMechanicsEngineering physicsModel Reduction and Neural NetworksThermal properties of materialsMagnetic Properties and Applications