A comprehensive strategy for phase detection of high entropy alloys: Machine learning and deep learning approaches

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

(2022) Wenhan Zhu et al.   Journal of Materials Research and Technology-JMR&T

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

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

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

Monte Carlo simulation of order-disorder transition in refractory high entropy alloys: A data-driven approach

(2020) Xianglin Liu et al.   COMPUTATIONAL MATERIALS SCIENCE

Designing High Entropy Alloys with Dual fcc and bcc Solid-Solution Phases: Structures and Mechanical Properties

(2019) Zhaowu Tang et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

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

Data‐Driven Materials Science: Status, Challenges, and Perspectives

(2019) Lauri Himanen et al.   Advanced Science

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

(2019) Jonathan Schmidt et al.   npj Computational Materials

CALPHAD aided eutectic high-entropy alloy design

(2019) Mingxu Wu et al.   MATERIALS LETTERS

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

(2019) Ziqing Zhou et al.   npj Computational Materials

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

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

(2018) Yoav Lederer et al.   ACTA MATERIALIA

Computational modeling of high-entropy alloys: Structures, thermodynamics and elasticity

(2017) Michael C. Gao et al.   JOURNAL OF MATERIALS RESEARCH

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

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

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

High-entropy alloys: a critical assessment of their founding principles and future prospects

(2016) E. J. Pickering et al.   INTERNATIONAL MATERIALS REVIEWS

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

(2016) Zhiming Li et al.   NATURE

Accelerated exploration of multi-principal element alloys for structural applications

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

High entropy alloys

(2015) H. K. D. H. Bhadeshia   MATERIALS SCIENCE AND TECHNOLOGY

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

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

Single-phase high-entropy alloys – an overview

(2015) Roksolana Kozak et al.   Zeitschrift fur Kristallographie-Crystalline Materials

Progress in High-Entropy Alloys

(2014) Michael C. Gao   JOM

Physical Properties of High Entropy Alloys

(2013) Ming-Hung Tsai   Entropy

Entropies in Alloy Design for High-Entropy and Bulk Glassy Alloys

(2013) Akira Takeuchi et al.   Entropy

Microstructures and properties of high-entropy alloys

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