An enhanced hybrid adaptive physics-informed neural network for forward and inverse PDE problems
Kuang Luo, Shaolin Liao, Zhong Guan, Baiquan Liu
Topics & Concepts
Computer scienceEmbeddingArtificial neural networkResidualRandomnessFeature (linguistics)Adaptive samplingLimit (mathematics)Mathematical optimizationPartial differential equationAlgorithmArtificial intelligenceMathematicsStatisticsMonte Carlo methodMathematical analysisLinguisticsPhilosophyModel Reduction and Neural NetworksMagnetic Properties and ApplicationsFluid Dynamics and Turbulent Flows