Litcius/Paper detail

Woven ceramic matrix composite surrogate model based on physics-informed recurrent neural network

Luke Borkowski, T. D. G. Skinner, Aditi Chattopadhyay

2022Composite Structures35 citationsDOIOpen Access PDF

Topics & Concepts

Surrogate modelMonotonic functionNonlinear systemMaterials scienceArtificial neural networkCeramic matrix compositeApplied mathematicsAlgorithmComputer scienceMathematicsMathematical optimizationPhysicsComposite materialMathematical analysisArtificial intelligenceCeramicQuantum mechanicsComposite Material MechanicsModel Reduction and Neural NetworksTopology Optimization in Engineering
Woven ceramic matrix composite surrogate model based on physics-informed recurrent neural network | Litcius