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Physics-informed neural network for modelling the thermochemical curing process of composite-tool systems during manufacture

Sina Amini Niaki, Ehsan Haghighat, Trevor Campbell, Anoush Poursartip, Reza Vaziri

2021Computer Methods in Applied Mechanics and Engineering296 citationsDOIOpen Access PDF

Topics & Concepts

Classification of discontinuitiesArtificial neural networkThermal conductionInterface (matter)Computer scienceBoundary value problemHeat transferComposite numberMaterials scienceMechanical engineeringMathematical optimizationAlgorithmArtificial intelligenceMechanicsMathematicsEngineeringPhysicsMathematical analysisComposite materialParallel computingBubbleMaximum bubble pressure methodModel Reduction and Neural NetworksHeat Transfer and OptimizationHeat Transfer Mechanisms
Physics-informed neural network for modelling the thermochemical curing process of composite-tool systems during manufacture | Litcius