Machine learning assisted modelling and design of solid solution hardened high entropy alloys

Mechanical behavior of high-entropy alloys

(2021) Weidong Li et al.   PROGRESS IN MATERIALS SCIENCE

Machine learning approach to predict new multiphase high entropy alloys

(2021) Yegi Vamsi Krishna et al.   SCRIPTA MATERIALIA

Modeling solid solution strengthening in high entropy alloys using machine learning

(2021) Cheng Wen et al.   ACTA MATERIALIA

Structure prediction in high-entropy alloys with machine learning

(2021) D. Q. Zhao et al.   APPLIED PHYSICS LETTERS

Accelerated discovery of single-phase refractory high entropy alloys assisted by machine learning

(2021) Yonggang Yan et al.   COMPUTATIONAL MATERIALS SCIENCE

Single-phase high-entropy alloys – A critical update

(2020) Walter Steurer   MATERIALS CHARACTERIZATION

Machine learning reveals the importance of the formation enthalpy and atom-size difference in forming phases of high entropy alloys

(2020) Lei Zhang et al.   MATERIALS & DESIGN

Short-range chemical order and local lattice distortion in a compositionally complex alloy

(2020) Andrea Fantin et al.   ACTA MATERIALIA

Searching for high entropy alloys: A machine learning approach

(2020) Kevin Kaufmann et al.   ACTA MATERIALIA

Machine learned feature identification for predicting phase and Young's modulus of low-, medium- and high-entropy alloys

(2020) Ankit Roy et al.   SCRIPTA MATERIALIA

Short-range ordering and its effects on mechanical properties of high-entropy alloys

(2020) Yuan Wu et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Yield strength prediction of high-entropy alloys using machine learning

(2020) Uttam Bhandari et al.   Materials Today Communications

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

Prediction of the Composition and Hardness of High-Entropy Alloys by Machine Learning

(2019) Yao-Jen Chang et al.   JOM

Engineering atomic-level complexity in high-entropy and complex concentrated alloys

(2019) Hyun Seok Oh et al.   Nature Communications

Solid-solution strengthening in refractory high entropy alloys

(2019) Francisco Gil Coury et al.   ACTA MATERIALIA

Tuning element distribution, structure and properties by composition in high-entropy alloys

(2019) Qingqing Ding et al.   NATURE

Severe local lattice distortion in Zr- and/or Hf-containing refractory multi-principal element alloys

(2019) Yang Tong et al.   ACTA MATERIALIA

Mechanistic origin of high strength in refractory BCC high entropy alloys up to 1900K

(2019) Francesco Maresca et al.   ACTA MATERIALIA

Phase prediction in high entropy alloys with a rational selection of materials descriptors and machine learning models

(2019) Yan Zhang et al.   ACTA MATERIALIA

Atomic-scale distorted lattice in chemically disordered equimolar complex alloys

(2018) Y.F. Ye et al.   ACTA MATERIALIA

Machine learning for phase selection in multi-principal element alloys

(2018) Nusrat Islam et al.   COMPUTATIONAL MATERIALS SCIENCE

An materials informatics approach to Ni-based single crystal superalloys lattice misfit prediction

(2018) Xue Jiang et al.   COMPUTATIONAL MATERIALS SCIENCE

The Microstructure and Mechanical Properties of Refractory High-Entropy Alloys with High Plasticity

(2018) Yiwen Chen et al.   Materials

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

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

Short-Range Order in High Entropy Alloys: Theoretical Formulation and Application to Mo-Nb-Ta-V-W System

(2017) A. Fernández-Caballero et al.   JOURNAL OF PHASE EQUILIBRIA AND DIFFUSION

A general formulation for solid solution hardening effect in multicomponent alloys

(2017) I. Toda-Caraballo   SCRIPTA MATERIALIA

Theory of strengthening in fcc high entropy alloys

(2016) Céline Varvenne et al.   ACTA MATERIALIA

Compositional dependence of phase formation and mechanical properties in three CoCrFeNi-(Mn/Al/Cu) high entropy alloys

(2016) Z.G. Zhu et al.   INTERMETALLICS

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

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

Atomic-scale properties of Ni-based FCC ternary, and quaternary alloys

(2015) Artur Tamm et al.   ACTA MATERIALIA

Modelling solid solution hardening in high entropy alloys

(2015) Isaac Toda-Caraballo et al.   ACTA MATERIALIA

Effects of AL addition on microstructure and mechanical properties of AlxCoCrFeNi High-entropy alloy

(2015) Tengfei Yang et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Atomic short-range order and incipient long-range order in high-entropy alloys

(2015) Prashant Singh et al.   PHYSICAL REVIEW B

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

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

Microstructure and room temperature properties of a high-entropy TaNbHfZrTi alloy

(2011) O.N. Senkov et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Atomic level stresses

(2011) T. Egami   PROGRESS IN MATERIALS SCIENCE

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

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

Predicting alloy compositions of bulk metallic glasses with high glass-forming ability

(2007) Xiulin Ji et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING