scholarly journals Correction to: Multi-Island Genetic-Algorithm-Based Approach to Uniquely Calibrate Polycrystal Plasticity Models for Magnesium Alloys

JOM ◽  
2021 ◽  
Author(s):  
Xiaochuan Sun ◽  
Bo Zhang ◽  
Yaodong Jiang ◽  
Peidong Wu ◽  
Huamiao Wang
Keyword(s):  
Genetic Algorithm ◽  
Magnesium Alloys ◽  
Polycrystal Plasticity

Multi-Island Genetic-Algorithm-Based Approach to Uniquely Calibrate Polycrystal Plasticity Models for Magnesium Alloys

JOM ◽  
2021 ◽  
Author(s):  
Xiaochuan Sun ◽  
Bo Zhang ◽  
Yaodong Jiang ◽  
Peidong Wu ◽  
Huamiao Wang
Keyword(s):  
Genetic Algorithm ◽  
Magnesium Alloys ◽  
Polycrystal Plasticity

Effects of Detwinning on the Inelasticity of AZ31B Sheets During Cyclic Loading and Unloading

2018 ◽  
Vol 10 (09) ◽  
pp. 1850095 ◽  
Author(s):  
H. Wang ◽  
D. Tang ◽  
D. Y. Li ◽  
Y. H. Peng ◽  
P. D. Wu
Keyword(s):  
Cyclic Loading ◽  
Magnesium Alloys ◽  
Plasticity Model ◽  
Inelastic Behavior ◽  
Deformation History ◽  
Cyclic Loading And Unloading ◽  
Polycrystal Plasticity ◽  
Self Consistent ◽  
Loading And Unloading ◽  
Previous Loading

Magnesium alloys exhibit significant inelastic behavior during unloading, especially when twinning and detwinning are involved. It is commonly accepted that noteworthy inelastic behavior will be observed during unloading if twinning occurs during previous loading. However, this phenomenon is not always observed for Mg sheets with strong rolled texture. Therefore, the inelasticity of AZ31B rolled sheets with different rolled textures during cyclic loading-unloading are investigated by elastic viscoplastic self-consistent polycrystal plasticity model. The incorporation of the twinning and detwinning model enables the treatment of detwinning, which plays an important role for inelastic behavior during unloading. The effects of texture, deformation history, and especially twinning and detwinning on the inelastic behaviors are carefully investigated and found to be remarkable. The simulated results are in agreement with the available experimental observations, which reveals that the inelastic behavior for strongly rolled sheets is very different than the extruded bars.

scholarly journals A genetic algorithm modelling of temperature distributions in the AZ31B magnesium alloys with 7075 aluminium alloy friction welded joints

2019 ◽  
Vol 132 ◽  
pp. 01029
Author(s):  
Radosław Winiczenko ◽  
Andrzej Sibicki ◽  
Paweł Skoczylas ◽  
Jędrzej Trajer
Keyword(s):  
Genetic Algorithm ◽  
Aluminium Alloy ◽  
Magnesium Alloys ◽  
Welded Joints ◽  
Goodness Of Fit ◽  
Welding Process ◽  
Coefficient Of Determination ◽  
Maximum Temperature ◽  
Interface Temperature ◽  
Temperature Distributions

This paper presents a genetic algorithm modelling of temperature distribution during heating and cooling of AZ31B magnesium alloys with 7075 aluminium alloy friction welded joints. The temperature distributions estimated in the joints using K-type thermocouples with the accuracy of ±⚟0.1°C. The thermocouples were installed in 1.2 mm holes at the periphery joint - 5, 10, and 15 mm from the weld interface. Temperature reading was performed with a digital thermometer with the requisition frequency of 1000Hz during friction welding. Maximum temperature measurements in the half-radius of the analysed joints were equal to 305°C and 324°C, for the AZ31B magnesium alloy and 7075 aluminium alloy specimens, respectively. Both temperature and increasing temperature gradient at the axial specimens were higher than those at the half-radius and periphery of the joints. The empirical models for heating T=a/b+exp(ct) and cooling phases T=a-btc were formulated by the authors of this study. These models used to describe the temperature curves of welding process. The goodness of fit of tested mathematical models to the experimental data was evaluated with the coefficient of determination R2. A nonlinear regression analysis was conducted to fit the models by genetic algorithm (GA) using computer program MATLAB.

The ground state energy of the ±J spin glass from the genetic algorithm

1994 ◽  
Vol 4 (9) ◽  
pp. 1281-1285 ◽  
Author(s):  
P. Sutton ◽  
D. L. Hunter ◽  
N. Jan
Keyword(s):  
Genetic Algorithm ◽  
Spin Glass ◽  
Ground State Energy ◽  
Ground State ◽  
State Energy

On the formulation of higher gradient single and polycrystal plasticity

1998 ◽  
Vol 08 (PR8) ◽  
pp. Pr8-239-Pr8-247
Author(s):  
A. Menzel ◽  
P. Steinmann
Keyword(s):  
Polycrystal Plasticity
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