A preliminary discussion about the application of machine learning in the field of constitutive modeling focusing on alloys

D Li, J Liu, Y Fan, X Yang, W Huang - Journal of Alloys and Compounds, 2024 - Elsevier
With an emphasis on the development of machine learning-based constitutive modeling
approaches, the state of constitutive modeling techniques and applications for metals and …

Transient thermomechanical analysis of micro cylindrical asperity sliding contact of SnSbCu alloy

H Xu, T He, N Zhong, B Zhao, Z Liu - Tribology international, 2022 - Elsevier
A transient thermomechanical sliding model for the contact between elastic-plastic asperities
is established to analyze the contact behaviors of micro asperity in the sliding process …

[HTML][HTML] A modified Arrhenius constitutive model of 2219-O aluminum alloy based on hot compression with simulation verification

H Wang, G Qin, C Li - Journal of Materials Research and Technology, 2022 - Elsevier
A precise constitutive equation is essential to accurately describe the flow behavior of
aluminum alloy in numerical simulation of hot-forming process. In this study, the hot …

Study on constitutive modeling and processing maps for hot deformation of medium carbon Cr–Ni–Mo alloyed steel

C Zhang, L Zhang, W Shen, C Liu, Y **a, R Li - Materials & Design, 2016 - Elsevier
The hot deformation behavior of medium carbon Cr–Ni–Mo alloyed steel 34CrNiMo was
studied in the wide temperature range of 900–1150° C and the strain rate of 0.002–5 s− 1 …

Constitutive modeling, processing map establishment and microstructure analysis of spray deposited Al-Cu-Li alloy 2195

Y Wang, G Zhao, X Xu, X Chen, C Zhang - Journal of Alloys and …, 2019 - Elsevier
The hot compression tests for spray deposited alloy 2195 were performed on Gleeble-1500
thermomechanical simulator at different conditions. The constitutive models and processing …

Mechanical characterization and modelling of Inconel 718 material behavior for machining process assessment

A Iturbe, E Giraud, E Hormaetxe, A Garay… - Materials Science and …, 2017 - Elsevier
Nickel based alloys are extensively used in the aerospace industry due to the excellent
corrosion resistance and high mechanical properties that are maintained up to elevated …

[HTML][HTML] Hot tensile deformation behavior and microstructure evolution of 7075 aluminum alloy sheet

M Liu, Z Shan, X Li, Y Zang - Journal of Materials Research and …, 2023 - Elsevier
The hot tensile deformation behavior of 7075 aluminum alloy sheet was studied using
Gleeble-3800 thermal simulation machine at deformation temperatures of 400–475° C and …

Study on hot deformation behavior and intrinsic workability of 6063 aluminum alloys using 3D processing map

R Wu, Y Liu, C Geng, Q Lin, Y **ao, J Xu… - Journal of alloys and …, 2017 - Elsevier
Hot deformation in 6063 aluminum alloys was investigated by hot compression testing over
the temperature range of 573–723 K with strain rates of 0.01–10 s− 1 using a Gleeble 3500 …

[HTML][HTML] Constitutive modelling of the 6061 aluminium alloy under hot rolling conditions and large strain ranges

A Rudnytskyj, P Simon, M Jech, C Gachot - Materials & Design, 2020 - Elsevier
Constitutive models were built based on the results of isothermal hot compression tests for a
6061 aluminium alloy at temperatures of 400, 450, 500, and 550° C and strain rates of 0.1, 1 …