Transfer-learning-based strategy for enhancing prediction accuracy and computational efficiency of nonlinear mechanical properties in composite materials
Chenyu Nan, Hongshi Ruan, Xiaozhe Ju, Junhan Hu, Lihua Liang, Yangjian Xu
Topics & Concepts
Nonlinear systemArtificial neural networkComputer scienceFinite element methodComposite numberMaterials scienceTransfer of learningMachine learningArtificial intelligenceAlgorithmStructural engineeringEngineeringQuantum mechanicsPhysicsModel Reduction and Neural NetworksStructural Health Monitoring TechniquesProbabilistic and Robust Engineering Design