Machine-learning model for predicting phase formations of high-entropy alloys

Efficient exploration of the High Entropy Alloy composition-phase space

(2018) A. Abu-Odeh et al.   ACTA MATERIALIA

Phase prediction in high entropy alloys – A kinetic approach

(2018) C. Chattopadhyay et al.   ACTA MATERIALIA

Machine learning for phase selection in multi-principal element alloys

(2018) Nusrat Islam et al.   COMPUTATIONAL MATERIALS SCIENCE

Isoelectronic substitutions and aluminium alloying in the Ta-Nb-Hf-Zr-Ti high-entropy alloy superconductor

(2018) Fabian O. von Rohr et al.   PHYSICAL REVIEW MATERIALS

The search for high entropy alloys: A high-throughput ab-initio approach

(2018) Yoav Lederer et al.   ACTA MATERIALIA

An approach for screening single phase high-entropy alloys using an in-house thermodynamic database

(2018) Antonio João Seco Ferreira Tapia et al.   INTERMETALLICS

Phase prediction, microstructure and high hardness of novel light-weight high entropy alloys

(2018) Jon Mikel Sanchez et al.   Journal of Materials Research and Technology-JMR&T

Alloying effect of tungsten on the structural and magnetic properties of CoCrFeNiW high entropy alloys

(2018) Raquel Lizárraga et al.   PHYSICAL REVIEW MATERIALS

Effect of Ti additions on mechanical properties of NbMoTaW and VNbMoTaW refractory high entropy alloys

(2017) Z.D. Han et al.   INTERMETALLICS

Mechanical properties of refractory high-entropy alloys: Experiments and modeling

(2017) H.W. Yao et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Microstructure and Mechanical Properties of a Refractory CoCrMoNbTi High-Entropy Alloy

(2017) Mina Zhang et al.   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Contribution of Lattice Distortion to Solid Solution Strengthening in a Series of Refractory High Entropy Alloys

(2017) H. Chen et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Learning phase transitions by confusion

(2017) Evert P. L. van Nieuwenburg et al.   Nature Physics

Machine learning phases of matter

(2017) Juan Carrasquilla et al.   Nature Physics

Novel TiNbTaZrMo high-entropy alloys for metallic biomaterials

(2017) Mitsuharu Todai et al.   SCRIPTA MATERIALIA

Designing high entropy alloys employing thermodynamics and Gaussian process statistical analysis

(2017) Franck Tancret et al.   MATERIALS & DESIGN

Structural-disorder and its effect on mechanical properties in single-phase TaNbHfZr high-entropy alloy

(2016) Soumyadipta Maiti et al.   ACTA MATERIALIA

Miedema Calculator: A thermodynamic platform for predicting formation enthalpies of alloys within framework of Miedema’s Theory

(2016) R.F. Zhang et al.   COMPUTER PHYSICS COMMUNICATIONS

MoNbTaV Medium-Entropy Alloy

(2016) Hongwei Yao et al.   Entropy

NbTaV-(Ti,W) refractory high-entropy alloys: Experiments and modeling

(2016) H.W. Yao 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

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

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

(2016) Zhiming Li et al.   NATURE

EfficientAb initioModeling of Random Multicomponent Alloys

(2016) Chao Jiang et al.   PHYSICAL REVIEW LETTERS

Enhancing radiation tolerance by controlling defect mobility and migration pathways in multicomponent single-phase alloys

(2016) Chenyang Lu et al.   Nature Communications

Accelerated exploration of multi-principal element alloys for structural applications

(2015) O.N. Senkov et al.   CALPHAD-COMPUTER COUPLING OF PHASE DIAGRAMS AND THERMOCHEMISTRY

Enhanced mechanical properties of HfMoTaTiZr and HfMoNbTaTiZr refractory high-entropy alloys

(2015) Chien-Chang Juan et al.   INTERMETALLICS

Design of high entropy alloys: A single-parameter thermodynamic rule

(2015) Y.F. Ye et al.   SCRIPTA MATERIALIA

Accelerated exploration of multi-principal element alloys with solid solution phases

(2015) O.N. Senkov et al.   Nature Communications

Criteria for Predicting the Formation of Single-Phase High-Entropy Alloys

(2015) M. Claudia Troparevsky et al.   Physical Review X

Microstructures and Crackling Noise of AlxNbTiMoV High Entropy Alloys

(2014) Shu Chen et al.   Entropy

Discovery of a Superconducting High-Entropy Alloy

(2014) P. Koželj et al.   PHYSICAL REVIEW LETTERS

A fracture-resistant high-entropy alloy for cryogenic applications

(2014) B. Gludovatz et al.   SCIENCE

Microstructure and oxidation behavior of new refractory high entropy alloys

(2013) C.M. Liu et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Structural stability of NiCoFeCrAlxhigh-entropy alloy fromab initiotheory

(2013) Fuyang Tian et al.   PHYSICAL REVIEW B

Fatigue behavior of Al0.5CoCrCuFeNi high entropy alloys

(2012) M.A. Hemphill et al.   ACTA MATERIALIA

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

Mechanical properties of Nb25Mo25Ta25W25 and V20Nb20Mo20Ta20W20 refractory high entropy alloys

(2011) O.N. Senkov et al.   INTERMETALLICS

Magnetic and vibrational properties of high-entropy alloys

(2011) M. S. Lucas et al.   JOURNAL OF APPLIED PHYSICS

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

Refractory high-entropy alloys

(2010) O.N. Senkov et al.   INTERMETALLICS

Solid-Solution Phase Formation Rules for Multi-component Alloys

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