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Physics-informed neural networks for analysis of 2D thin-walled structures

Yan Gu, Chuanzeng Zhang, Mikhail V. Golub

2022Engineering Analysis with Boundary Elements38 citationsDOI

Topics & Concepts

Collocation (remote sensing)BottleneckComputer scienceArtificial neural networkNumerical analysisMATLABThin filmBoundary (topology)Boundary value problemComputational scienceAlgorithmMaterials scienceMathematicsMathematical analysisArtificial intelligenceMachine learningNanotechnologyEmbedded systemOperating systemModel Reduction and Neural NetworksNumerical methods in engineeringProbabilistic and Robust Engineering Design
Physics-informed neural networks for analysis of 2D thin-walled structures | Litcius