2022peer-reviewed117 citations
Physics-informed machine learning model for computational fracture of quasi-brittle materials without labelled data
Bin Zheng, Tongchun Li, Huijun Qi, Lingang Gao, Xiaoqing Liu, Li Yuan
International Journal of Mechanical Sciences
Concepts
Artificial neural networkFracture mechanicsDisplacement (psychology)Consistency (knowledge bases)Convergence (economics)Displacement fieldBrittlenessGeneralization