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A framework based on physics-informed neural networks and extreme learning for the analysis of composite structures

Cheng Yan, Riccardo Vescovini, Lorenzo Dozio

2022Computers & Structures75 citationsDOIOpen Access PDF

Topics & Concepts

HyperparameterFinite element methodArtificial neural networkElasticity (physics)Linear elasticityInverseComputer scienceMathematical optimizationInverse problemApplied mathematicsArtificial intelligenceMathematicsStructural engineeringEngineeringMathematical analysisMaterials scienceGeometryComposite materialModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignThermal properties of materials
A framework based on physics-informed neural networks and extreme learning for the analysis of composite structures | Litcius