Phase formation prediction of high-entropy alloys: a deep learning study

Deep Learning-Based Hardness Prediction of Novel Refractory High-Entropy Alloys with Experimental Validation

(2021) Uttam Bhandari et al.   Crystals

High entropy alloy/C nanoparticles derived from polymetallic MOF as promising electrocatalysts for alkaline oxygen evolution reaction

(2021) Shiqi Wang et al.   CHEMICAL ENGINEERING JOURNAL

Phase Engineering of High‐Entropy Alloys

(2020) Xuejiao Chang et al.   ADVANCED MATERIALS

The original concepts of the Hume-Rothery rule extended to alloys and compounds whose bonding is metallic, ionic, or covalent, or a changing mixture of these

(2020) U. Mizutani et al.   PROGRESS IN MATERIALS SCIENCE

Expanded dataset of mechanical properties and observed phases of multi-principal element alloys

(2020) Christopher K. H. Borg et al.   Scientific Data

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

(2020) Soo Young Lee et al.   MATERIALS & DESIGN

Machine learning-based prediction of phases in high-entropy alloys

(2020) Ronald Machaka   COMPUTATIONAL MATERIALS SCIENCE

Yield strength prediction of high-entropy alloys using machine learning

(2020) Uttam Bhandari et al.   Materials Today Communications

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

(2019) Ming-Hung Tsai et al.   Metals

Remarkable strain-rate sensitivity of nanotwinned CoCrFeNi alloys

(2019) Wenyi Huo et al.   APPLIED PHYSICS LETTERS

Machine-learning phase prediction of high-entropy alloys

(2019) Wenjiang Huang et al.   ACTA MATERIALIA

Ultrahigh hardness and high electrical resistivity in nano-twinned, nanocrystalline high-entropy alloy films

(2018) Wenyi Huo et al.   APPLIED SURFACE SCIENCE

Machine learning for phase selection in multi-principal element alloys

(2018) Nusrat Islam et al.   COMPUTATIONAL MATERIALS SCIENCE

Homogenization of Al x CoCrFeNi high-entropy alloys with improved corrosion resistance

(2018) Yunzhu Shi et al.   CORROSION SCIENCE

Strain-rate effect upon the tensile behavior of CoCrFeNi high-entropy alloys

(2017) Wenyi Huo et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Metastable high-entropy dual-phase alloys overcome the strength–ductility trade-off

(2016) Zhiming Li et al.   NATURE

Empirical design of single phase high-entropy alloys with high hardness

(2015) Fuyang Tian et al.   INTERMETALLICS

Electronic and thermodynamic criteria for the occurrence of high entropy alloys in metallic systems

(2014) M.G. Poletti et al.   ACTA MATERIALIA

A fracture-resistant high-entropy alloy for cryogenic applications

(2014) B. Gludovatz et al.   SCIENCE

Microstructures and properties of high-entropy alloys

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

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

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