Machine learning of phases and mechanical properties in complex concentrated alloys

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