A dimension-augmented physics-informed neural network (DaPINN) with high level accuracy and efficiency
Weilong Guan, Kaihan Yang, Yinsheng Chen, Shaolin Liao, Zhong Guan
Topics & Concepts
Curse of dimensionalityArtificial neural networkComputer scienceResidualReplicaDimension (graph theory)Sample size determinationAlgorithmArtificial intelligenceMathematicsStatisticsPure mathematicsVisual artsArtModel Reduction and Neural NetworksMagnetic Properties and ApplicationsFluid Dynamics and Turbulent Flows