Concepedia

A Comparative Study on Artificial Neural Network, Phenomenological-Based Constitutive and Modified Fields–Backofen Models to Predict Flow Stress in Ti-4Al-3V-2Mo-2Fe Alloy

Jingyuan Shen, Lianxi Hu, Yu Sun, Zhipeng Wan, Xiaoyun Feng, Yongquan Ning

Journal of Materials Engineering and Performance · 2019 · 32 citations · 31 references

DOI

Concepts

References

31

A constitutive description of the deformation of copper based on the use of the mechanical threshold stress as an internal state variable

P.S. Follansbee, U.F. Kocks · Acta Metallurgica · 1988 · 1.3K citations · Full text

, , +14

A dislocation-based constitutive law for pure Zr including temperature effects

Irene J. Beyerlein, C.N. Tomé · International Journal of Plasticity · 2007 · 668 citations

, , +16

Necklace formation during dynamic recrystallization: mechanisms and impact on flow behavior

Dirk Ponge, Günter Gottstein · Acta Materialia · 1998 · 464 citations

, , +16

Internal-state-variable based self-consistent constitutive modeling for hot working of two-phase titanium alloys coupling microstructure evolution

Xiaoguang Fan, He Yang · International Journal of Plasticity · 2011 · 228 citations

, , +12

A comparative study on Arrhenius-type constitutive model and artificial neural network model to predict high-temperature deformation behaviour in Aermet100 steel

Guoliang Ji, Fuguo Li, Qinghua Li et al. · Materials Science and Engineering A · 2011 · 196 citations

, , +17