Materials Today Communications · 2023 · 48 citations · 29 references
ComputingMaterials SciencePhysicsComputational Materials ScienceHeat TransferMachine LearningDeep LearningHeat ConductionHeat Transfer ModelingInverse Heat TransferNeural NetworksThermal Properties Of MaterialsInverse Problem SolvingInverse Radiative Heat TransferPhysics-informed EstimationPhysics-informed ModelingPhysics-informed Optimization
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
TensorFlow: A system for large-scale machine learning
Martı́n Abadi, Paul Barham, Jianmin Chen et al. · arXiv (Cornell University) · 2016 · 8.8K citations · Full text
Physics-Informed Neural Networks for Heat Transfer Problems
Shengze Cai, Zhicheng Wang, Sifan Wang et al. · Journal of Heat Transfer · 2021 · 1.2K citations