Physics-informed deep neural networks towards finite strain homogenization of unidirectional soft composites
Qiang Chen, Xiaoxiao Du, George Chatzigeorgiou, Fodil Meraghni, Gang Zhao, Zhibo Yang
Topics & Concepts
Homogenization (climate)Composite materialMaterials scienceArtificial neural networkFinite element methodComputer scienceStructural engineeringArtificial intelligenceEngineeringEcologyBiologyBiodiversityComposite Material MechanicsTopology Optimization in EngineeringComposite Structure Analysis and Optimization