Predicting phases and hardness of high entropy alloys based on machine learning

Modeling solid solution strengthening in high entropy alloys using machine learning

(2021) Cheng Wen et al.   ACTA MATERIALIA

Theoretical and experimental study on phase stability of TiVZrMoW refractory high entropy alloy

(2021) Vivek Kumar Pandey et al.   PHILOSOPHICAL MAGAZINE

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

Machine-learning informed prediction of high-entropy solid solution formation: Beyond the Hume-Rothery rules

(2020) Zongrui Pei et al.   npj Computational Materials

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

Machine-learning phase prediction of high-entropy alloys

(2019) Wenjiang Huang et al.   ACTA MATERIALIA

Materials informatics for the screening of multi-principal elements and high-entropy alloys

(2019) J. M. Rickman et al.   Nature Communications

Uncovering the eutectics design by machine learning in the Al–Co–Cr–Fe–Ni high entropy system

(2019) Qingfeng Wu et al.   ACTA MATERIALIA

Machine learning guided appraisal and exploration of phase design for high entropy alloys

(2019) Ziqing Zhou et al.   npj Computational Materials

Predicting the formation and stability of single phase high-entropy alloys

(2016) D.J.M. King et al.   ACTA MATERIALIA

Ab initio thermodynamics of the CoCrFeMnNi high entropy alloy: Importance of entropy contributions beyond the configurational one

(2015) Duancheng Ma et al.   ACTA MATERIALIA

Phase selection rules for cast high entropy alloys: an overview

(2015) S. Guo   MATERIALS SCIENCE AND TECHNOLOGY

Ab initio design of elastically isotropic TiZrNbMoV high-entropy alloys

(2014) Fuyang Tian et al.   JOURNAL OF ALLOYS AND COMPOUNDS

A fracture-resistant high-entropy alloy for cryogenic applications

(2014) B. Gludovatz et al.   SCIENCE

Criterion for Sigma Phase Formation in Cr- and V-Containing High-Entropy Alloys

(2013) Ming-Hung Tsai et al.   Materials Research Letters

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

Pitting corrosion of the high-entropy alloy Co1.5CrFeNi1.5Ti0.5Mo0.1 in chloride-containing sulphate solutions

(2010) Y.L. Chou et al.   CORROSION SCIENCE