标题
Machine learning of phases and mechanical properties in complex concentrated alloys
作者
关键词
Materials informatics, SHAP, Complex concentrated alloys, High entropy alloys
出版物
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY
Volume 87, Issue -, Pages 133-142
出版商
Elsevier BV
发表日期
2021-03-18
DOI
10.1016/j.jmst.2021.01.054
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Machine learning of mechanical properties of steels
- (2020) Jie Xiong et al. Science China-Technological Sciences
- Oxidation behavior of Mo-Si-B alloys at medium-to-high temperatures
- (2020) Kunming Pan et al. JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY
- Short-range ordering and its effects on mechanical properties of high-entropy alloys
- (2020) Yuan Wu et al. JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY
- Phase Selection Motifs in High Entropy Alloys Revealed Through Combinatorial Methods: Large Atomic Size Difference Favors BCC over FCC
- (2019) Sebastian Alexander Kube et al. ACTA MATERIALIA
- Machine learning assisted design of high entropy alloys with desired property
- (2019) Cheng Wen et al. ACTA MATERIALIA
- Machine-learning phase prediction of high-entropy alloys
- (2019) Wenjiang Huang et al. ACTA MATERIALIA
- Machine learning prediction of elastic properties and glass-forming ability of bulk metallic glasses
- (2019) Jie Xiong et al. MRS Communications
- Effect of Al, Ti and C additions on Widmanstätten microstructure and mechanical properties of cast Al0.6CoCrFeNi compositionally complex alloys
- (2019) A. Asabre et al. MATERIALS & DESIGN
- Modeling of CCT diagrams for tool steels using different machine learning techniques
- (2019) Xiaoxiao Geng et al. COMPUTATIONAL MATERIALS SCIENCE
- A machine-learning approach to predicting and understanding the properties of amorphous metallic alloys
- (2019) Jie Xiong et al. MATERIALS & DESIGN
- Machine learning guided appraisal and exploration of phase design for high entropy alloys
- (2019) Ziqing Zhou et al. npj Computational Materials
- Controlled formation of coherent cuboidal nanoprecipitates in body-centered cubic high-entropy alloys based on Al 2 (Ni,Co,Fe,Cr) 14 compositions
- (2018) Y. Ma et al. ACTA MATERIALIA
- Machine learning for phase selection in multi-principal element alloys
- (2018) Nusrat Islam et al. COMPUTATIONAL MATERIALS SCIENCE
- Current and emerging practices of CALPHAD toward the development of high entropy alloys and complex concentrated alloys
- (2018) Stéphane Gorsse et al. JOURNAL OF MATERIALS RESEARCH
- Development and exploration of refractory high entropy alloys—A review
- (2018) Oleg N. Senkov et al. JOURNAL OF MATERIALS RESEARCH
- A novel Fe 20 Co 20 Ni 41 Al 19 eutectic high entropy alloy with excellent tensile properties
- (2018) Xi Jin et al. MATERIALS LETTERS
- The microstructure and high-temperature properties of novel nano precipitation-hardened face centered cubic high-entropy superalloys
- (2018) Lu Zhang et al. SCRIPTA MATERIALIA
- Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments
- (2018) Fang Ren et al. Science Advances
- A machine learning approach for engineering bulk metallic glass alloys
- (2018) Logan Ward et al. ACTA MATERIALIA
- High-entropy functional materials
- (2018) Michael C. Gao et al. JOURNAL OF MATERIALS RESEARCH
- Strong and Ductile Non-equiatomic High-Entropy Alloys: Design, Processing, Microstructure, and Mechanical Properties
- (2017) Zhiming Li et al. JOM
- High-Entropy Alloys: A Current Evaluation of Founding Ideas and Core Effects and Exploring “Nonlinear Alloys”
- (2017) Daniel B. Miracle JOM
- Effect of atomic size difference on the type of major intermetallic phase in arc-melted CoCrFeNiX high-entropy alloys
- (2017) Ming-Hung Tsai et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Effect of Niobium on Microstructure and Properties of the CoCrFeNb x Ni High Entropy Alloys
- (2017) Hui Jiang et al. JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY
- Machine Learning Approach for Prediction and Understanding of Glass-Forming Ability
- (2017) Y. T. Sun et al. Journal of Physical Chemistry Letters
- Structure and mechanical properties of B2 ordered refractory AlNbTiVZr x (x = 0–1.5) high-entropy alloys
- (2017) N.Yu. Yurchenko et al. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
- Ductile CoCrFeNiMo x high entropy alloys strengthened by hard intermetallic phases
- (2016) W.H. Liu et al. ACTA MATERIALIA
- Affordable FeCrNiMnCu high entropy alloys with excellent comprehensive tensile properties
- (2016) Z.Y. Rao et al. INTERMETALLICS
- Elastic and plastic properties of as-cast equimolar TiHfZrTaNb high-entropy alloy
- (2016) G. Dirras et al. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
- High-entropy alloy: challenges and prospects
- (2016) Y.F. Ye et al. Materials Today
- Design of a twinning-induced plasticity high entropy alloy
- (2015) Y. Deng et al. ACTA MATERIALIA
- Effects of Nb additions on the microstructure and mechanical property of CoCrFeNi high-entropy alloys
- (2015) W.H. Liu et al. INTERMETALLICS
- Effect of V content on microstructure and mechanical properties of the CoCrFeMnNiVx high entropy alloys
- (2015) N.D. Stepanov et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Phase Stability of Low-Density, Multiprincipal Component Alloys Containing Aluminum, Magnesium, and Lithium
- (2014) X. Yang et al. JOM
- High-Entropy Alloys with a Hexagonal Close-Packed Structure Designed by Equi-Atomic Alloy Strategy and Binary Phase Diagrams
- (2014) Akira Takeuchi et al. JOM
- Effect of Mn and V on structure and mechanical properties of high-entropy alloys based on CoCrFeNi system
- (2014) G.A. Salishchev et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Effects of Al and Si addition on the structure and properties of CoFeNi equal atomic ratio alloy
- (2014) T.T. Zuo et al. JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS
- A refractory Hf25Nb25Ti25Zr25 high-entropy alloy with excellent structural stability and tensile properties
- (2014) Y.D. Wu et al. MATERIALS LETTERS
- High-Entropy Alloys: A Critical Review
- (2014) Ming-Hung Tsai et al. Materials Research Letters
- Effects of Al addition on structural evolution and tensile properties of the FeCoNiCrMn high-entropy alloy system
- (2013) J.Y. He et al. ACTA MATERIALIA
- Searching for Next Single-Phase High-Entropy Alloy Compositions
- (2013) Michael Gao et al. Entropy
- Prediction of A2 to B2 Phase Transition in the High-Entropy Alloy Mo-Nb-Ta-W
- (2013) William Paul Huhn et al. JOM
- Phase stability and tensile properties of Co-free Al0.5CrCuFeNi2 high-entropy alloys
- (2013) Chun Ng et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Stability and structure prediction of cubic phase in as cast high entropy alloys
- (2013) Z.-S. Nong et al. MATERIALS SCIENCE AND TECHNOLOGY
- Microstructures and properties of high-entropy alloys
- (2013) Yong Zhang et al. PROGRESS IN MATERIALS SCIENCE
- Criterion for Sigma Phase Formation in Cr- and V-Containing High-Entropy Alloys
- (2013) Ming-Hung Tsai et al. Materials Research Letters
- Effects of Al addition on the microstructure and mechanical property of AlxCoCrFeNi high-entropy alloys
- (2012) Woei-Ren Wang et al. INTERMETALLICS
- Microstructure and tensile properties of FeMnNiCuCoSnx high entropy alloys
- (2012) L. Liu et al. MATERIALS & DESIGN
- Microstructure and the properties of FeCoCuNiSnx high entropy alloys
- (2012) L. Liu et al. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
- Phase stability in high entropy alloys: Formation of solid-solution phase or amorphous phase
- (2012) Sheng GUO et al. Progress in Natural Science-Materials International
- Tensile properties of an AlCrCuNiFeCo high-entropy alloy in as-cast and wrought conditions
- (2011) A.V. Kuznetsov et al. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
- The elastic properties, elastic models and elastic perspectives of metallic glasses
- (2011) Wei Hua Wang PROGRESS IN MATERIALS SCIENCE
- Evolution of microstructure, hardness, and corrosion properties of high-entropy Al0.5CoCrFeNi alloy
- (2010) Chun-Ming Lin et al. INTERMETALLICS
- Hydrogen storage properties of multi-principal-component CoFeMnTixVyZrz alloys
- (2010) Yih-Farn Kao et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Solid-Solution Phase Formation Rules for Multi-component Alloys
- (2008) Y. Zhang et al. ADVANCED ENGINEERING MATERIALS
- Role of valence electrons for formation of glassy alloys
- (2008) Mikio Fukuhara et al. JOURNAL OF ALLOYS AND COMPOUNDS
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