Deep learning-based phase prediction of high-entropy alloys: Optimization, generation, and explanation

A new strategy for designing immiscible medium-entropy alloys with excellent tensile properties

(2020) Jongun Moon et al.   ACTA MATERIALIA

Intermetallic Phases in High-Entropy Alloys: Statistical Analysis of their Prevalence and Structural Inheritance

(2019) Ming-Hung Tsai et al.   Metals

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

Recent advances and applications of machine learning in solid-state materials science

(2019) Jonathan Schmidt et al.   npj Computational Materials

Effects of annealing temperature on microstructures and tensile properties of a single FCC phase CoCuMnNi high-entropy alloy

(2019) Dong Geun Kim et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Effects of transformation-induced plasticity (TRIP) on tensile property improvement of Fe45Co30Cr10V10Ni5-xMnx high-entropy alloys

(2019) Junha Yang et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Methods for interpreting and understanding deep neural networks

(2018) Grégoire Montavon et al.   DIGITAL SIGNAL PROCESSING

The use of poly-cation oxides to lower the temperature of two-step thermochemical water splitting

(2018) Shang Zhai et al.   Energy & Environmental Science

First-principles prediction of high-entropy-alloy stability

(2017) Rui Feng et al.   npj Computational Materials

Three Strategies for the Design of Advanced High-Entropy Alloys

(2016) Ming-Hung Tsai   Entropy

Solution strengthening of ductile refractory HfMo x NbTaTiZr high-entropy alloys

(2016) Chien-Chang Juan et al.   MATERIALS LETTERS

High-entropy alloy: challenges and prospects

(2016) Y.F. Ye et al.   Materials Today

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Thermoelectric performance of PbSnTeSe high-entropy alloys

(2016) Zhao Fan et al.   Materials Research Letters

Physical Metallurgy of High-Entropy Alloys

(2015) Jien-Wei Yeh   JOM

Effects of electro-negativity on the stability of topologically close-packed phase in high entropy alloys

(2014) Yong Dong et al.   INTERMETALLICS

High-Entropy Alloys: A Critical Review

(2014) Ming-Hung Tsai et al.   Materials Research Letters

More than entropy in high-entropy alloys: Forming solid solutions or amorphous phase

(2013) Sheng Guo et al.   INTERMETALLICS

Microstructures and properties of high-entropy alloys

(2013) Yong Zhang et al.   PROGRESS IN MATERIALS SCIENCE

Microstructure and corrosion resistance of AlCrFeCuCo high entropy alloy

(2012) Xing-Wu Qiu et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Prediction of high-entropy stabilized solid-solution in multi-component alloys

(2012) X. Yang et al.   MATERIALS CHEMISTRY AND PHYSICS

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

Microstructure and wear behavior of AlxCo1.5CrFeNi1.5Tiy high-entropy alloys

(2011) Ming-Hao Chuang et al.   ACTA MATERIALIA

Effect of valence electron concentration on stability of fcc or bcc phase in high entropy alloys

(2011) Sheng Guo et al.   JOURNAL OF APPLIED PHYSICS

Solid-Solution Phase Formation Rules for Multi-component Alloys

(2008) Y. Zhang et al.   ADVANCED ENGINEERING MATERIALS

Effect of alloying elements on microstructure and properties of multiprincipal elements high-entropy alloys

(2008) C. Li et al.   JOURNAL OF ALLOYS AND COMPOUNDS