Prediction Model of Material Dynamic Mechanical Properties Embedded with Physical Mechanism Neural Network
Prediction Model of Material Dynamic Mechanical Properties Embedded with Physical Mechanism Neural Network
Houchao Wang,Hailong Zhao,2 Authors,Minchi Li
2024 · DOI: 10.1007/s11837-024-06719-8
3 Citations
TLDR
This work establishes the mapping relationship among material composition, experimental dimensions, mechanical properties at low strains and mechanical properties at high strain rates, and by comparing four algorithms, artificial neural network (ANN) is considered as the best prediction model.
