Physics-informed convolutional neural networks for temperature field prediction of heat source layout without labeled data
Xiaoyu Zhao, Zhiqiang Gong, Yunyang Zhang, Wen Yao, Xiaoqian Chen
Topics & Concepts
Computer scienceConvolutional neural networkDeep learningArtificial intelligenceSurrogate modelLeverage (statistics)BottleneckArtificial neural networkField (mathematics)Machine learningPure mathematicsMathematicsEmbedded systemModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignHeat Transfer and Optimization