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1. Simulating Castable Aluminum Alloy Microstructures with AlloyGAN Deep Learning Model

   MaterialMaterials scientists have made progress in controlling alloy performance through microstructureMicrostructure quantification. However,...

   Biao Yin, Yangyang Fan in TMS 2024 153rd Annual Meeting & Exhibition Supplemental Proceedings

   Conference paper 2024
   

2. Mechanical Properties and Constitutive Model of TC4 Titanium Alloy at Cryogenic

   The dynamic mechanical properties of the TC4 titanium alloy were investigated within a temperature range of − 40 °C to 20 °C and strain rates that...

   Huaixin Lin, Gang **, ... ** Han in Journal of Materials Engineering and Performance

   Article 27 November 2023
   

3. A neural network model for high entropy alloy design

   A neural network model is developed to search vast compositional space of high entropy alloys (HEAs). The model predicts the mechanical properties of...

   Jaemin Wang, Hyeonseok Kwon, ... Byeong-Joo Lee in npj Computational Materials

   Article Open access 12 April 2023
   

4. Constitutive Relationship Study of Laves Phase NbCr₂/Nb Two-Phase Alloy Using Modified J-C Model and Back Propagation Neural Network Model

   The Laves phase NbCr ₂ /Nb two-phase alloy has received significant research interest as a potential high-temperature structural material. Based on...

   Jiancong JiangFeng, Shiqiang Lu, ... Li** Deng in Journal of Materials Engineering and Performance

   Article 16 November 2023
   

5. Cellular Automata Simulation of Dynamic Recrystallization Behavior of AZ81-1Y Magnesium Alloy Based on Laasraoui–Jonas Model

   Under the conditions of deformation temperature of 250-400 °C and strain rate of 0.003-1 s ⁻¹ , hot compression experiments on AZ81-1Y magnesium alloy...

   Yingjie Chen, Quanan Li, ... **feng Tan in Journal of Materials Engineering and Performance

   Article 02 May 2024
   

6. Prediction model for corrosion rate of low-alloy steels under atmospheric conditions using machine learning algorithms

   This work constructed a machine learning (ML) model to predict the atmospheric corrosion rate of low-alloy steels (LAS). The material properties of...

   **gou Kuang, Zhilin Long in International Journal of Minerals, Metallurgy and Materials

   Article 17 February 2024

7. A novel precipitation kinetics model for fast-aging process of Al–Zn–Mg–Cu alloy

   In this paper, a set of novel thermo-mechanical coupling kinetics models were developed for the fast aging process of Al–Zn–Mg–Cu alloy. The...

   Pu Zhou, Yanli Song, ... Lvyong Huang in Journal of Materials Research

   Article 22 February 2024
   

8. A Microstructural Based Unified Model for Creep-Ageing Behaviour of Aluminium Alloy Under Various Thermal Conditions

   A microstructure based constitutive analytical model considering the temperature effects on creep-ageing behavior of aluminium alloy has been...

   Yong Li, Tin Hou, ... Dongsheng Li in Proceedings of the 14th International Conference on the Technology of Plasticity - Current Trends in the Technology of Plasticity

   Conference paper 2024
   

9. A Semi-Mechanistic Model for Predicting the Service Life of Composite Coatings on VW63Z Magnesium Alloy

   The application of Mg alloys is always accompanied by various coating technology, but a reliable model predicting the service life of coatings on Mg...

   **aoxue Wang, **g**g Guo, ... Fuhui Wang in Acta Metallurgica Sinica (English Letters)

   Article 22 April 2024
   

10. A Novel Built-Up Constitutive Model of 40Cr Alloy Steel Considering the Geometric Effect with Simulation Verification

    An accurate constitutive model is essential for modeling and simulation of metal processing. It is usually built by the Split Hopkinson Pressure Bar...

    HongGen Zhou, ZhiCheng Peng, ... Li Sun in Journal of Materials Engineering and Performance

    Article 18 December 2023
    

11. Alloy 625 Forgings: Thermo-Metallurgical Model of Solution-Annealing Treatment

    Metallurgical optimization of engineering alloys is traditionally addressed to improve the overall performance from a mechanical point of view. Grain...

    Barbara Rivolta, Marco Virginio Boniardi, ... Luís Henrique Pizetta Zordão in Journal of Materials Engineering and Performance

    Article Open access 19 October 2022
    

12. Physics-Based Flow Stress Model for Alloy 718

    A dislocation density-based model for alloy 718 in the annealed state is proposed in order to accurately describe the deformation behavior of this...

    Marie Anna Moretti, Lars-Erik Lindgren, Paul Åkerström in Metallurgical and Materials Transactions A

    Article Open access 30 September 2022
    

13. A Constitutive Model of Tensile Deformation of a Metastable Medium-Entropy Alloy

    A physically based model is employed to trace the strain-hardening behavior of a metastable medium-entropy alloy (MEA) Fe ₆₁ (CoNi) ₂₉ Cr ₁₀ governed by a...

    Jungwan Lee, Olivier Bouaziz, ... Hyoung Seop Kim in Metallurgical and Materials Transactions A

    Article 01 May 2023
    

14. Evaluation of Johnson-Cook Failure Model for Aluminium Alloy AA6063-T6

    In this research, the aluminium alloy AA6063-T6 was investigated for evaluation of its failure parameters at room and high temperatures. The weight...

    Sanjay Kumar, Anoop Kumar Pandouria, ... Vikrant Tiwari in Challenges in Mechanics of Time-Dependent Materials & Mechanics of Biological Systems and Materials, Volume 2

    Conference paper 2023
    

15. Influence of Machine Stiffness on the Portevin–Le Chatelier Effect of Ti-12Mo Alloy Based on a Modified McCormick Constitutive Model

    An improved 3D FE model, considering machine stiffness effect and strain dependent parameters in an embedded modified McCormick’s constitutive model,...

    Shiyuan Luo, Liang **ao, ... Liangcai Zeng in Metals and Materials International

    Article 13 April 2024
    

16. A Gaussian process autoregressive model capturing microstructure evolution paths in a Ni–Mo–Nb alloy

    Additive manufacturing is increasingly being employed to produce components of complex geometries in structural alloys because of the expected energy...

    Andrew Marshall, Adam Generale, ... Jim Belak in Journal of Materials Science

    Article 20 February 2024
    

17. Phenomenological Model for the Dynamic Superplastic Deformation Mechanism in a Zn-Al Eutectoid Alloy Modified with 2 wt% Cu

    In this work, superplastic behavior in tension for the Zn-21Al-2Cu alloy was reviewed as a function of: grain size, temperature and strain rate. The...

    Mitsuo Ramos Azpeitia, E. Elizabeth Martínez Flores, ... Gabriel Torres Villaseñor in Metals and Materials International

    Article 30 May 2024
    

18. Modified Johnson–Cook Constitutive Model of 18CrNiMo7-6 Alloy Steel under Ultrasonic Surface Burnishing Process

    In this work, a suitable constitutive model was selected, and its parameters were determined by experiments to investigate the relationship between...

    Zhihua Liu, Hao Zhao, ... Vincent Ji in Journal of Materials Engineering and Performance

    Article 19 September 2022
    

19. Prediction Flow Behaviour of a Magnesium Alloy in Hot Deformation and a Comparative Study by Using Hyperbolic Sine Model and ANN Model

    Abstract

    In order to get flow behavior of a deformation state magnesium alloy Mg – Gd – Y – Zr – Ag – Er, hot compression tests were performed on a...

    Qiumin **e, Yunxin Wu, ... Zhongyu Yuan in Physics of Metals and Metallography

    Article 01 December 2022
    

20. Investigation on Ultrasonic Vibration Effects on the Plastic Flow Behavior of Ti2AlNb Alloy: Johnson–Cook Model

    Ultrasonic vibration (UV)-assisted technology has been widely investigated in metal forming in the past decade. However, the research on...

    Kemin Xue, Shenghua Guo, ... ** Li in Journal of Materials Engineering and Performance

    Article 14 December 2022