Rational design of chemically complex metallic glasses by hybrid modeling guided machine learning

Understanding chemical short-range ordering/demixing coupled with lattice distortion in solid solution high entropy alloys

(2021) Q.F. He et al.   ACTA MATERIALIA

Machine learning-based glass formation prediction in multicomponent alloys

(2020) Xiaodi Liu et al.   ACTA MATERIALIA

Machine-learning phase prediction of high-entropy alloys

(2019) Wenjiang Huang et al.   ACTA MATERIALIA

High-temperature bulk metallic glasses developed by combinatorial methods

(2019) Ming-Xing Li et al.   NATURE

Machine learning prediction of elastic properties and glass-forming ability of bulk metallic glasses

(2019) Jie Xiong et al.   MRS Communications

Structural heterogeneities and mechanical behavior of amorphous alloys

(2019) J.C. Qiao et al.   PROGRESS IN MATERIALS SCIENCE

Tuning the glass-forming ability of metallic glasses through energetic frustration

(2019) Yuan-Chao Hu et al.   Physical Review Materials

A machine-learning approach to predicting and understanding the properties of amorphous metallic alloys

(2019) Jie Xiong et al.   MATERIALS & DESIGN

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

(2019) Ziqing Zhou et al.   npj Computational Materials

Atomic-scale distorted lattice in chemically disordered equimolar complex alloys

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

Density fluctuations with fractal order in metallic glasses detected by synchrotron X-ray nano-computed tomography

(2018) B. Huang et al.   ACTA MATERIALIA

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

(2018) Alberto Fernandez et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

A new correlation between the characteristics temperature and glass-forming ability for bulk metallic glasses

(2018) Zhilin Long et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments

(2018) Fang Ren et al.   Science Advances

Sequential piezoresponse force microscopy and the ‘small-data’ problem

(2018) Harsh Trivedi et al.   npj Computational Materials

A machine learning approach for engineering bulk metallic glass alloys

(2018) Logan Ward et al.   ACTA MATERIALIA

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

Design of High-Entropy Alloy: A Perspective from Nonideal Mixing

(2017) Q. F. He et al.   JOM

Formation of Random Solid Solution in Multicomponent Alloys: from Hume-Rothery Rules to Entropic Stabilization

(2017) Q. F. He et al.   JOURNAL OF PHASE EQUILIBRIA AND DIFFUSION

Machine Learning Approach for Prediction and Understanding of Glass-Forming Ability

(2017) Y. T. Sun et al.   Journal of Physical Chemistry Letters

Formation of crystalline phase in the glass matrix of Zr-Co-Al glass-matrix composites and its effect on their mechanical properties

(2017) Woo Chul Kim et al.   METALS AND MATERIALS INTERNATIONAL

Exploring the design of eutectic or near-eutectic multicomponent alloys: From binary to high entropy alloys

(2017) ZhaoYi Ding et al.   Science China-Technological Sciences

A Highly Efficient and Self-Stabilizing Metallic-Glass Catalyst for Electrochemical Hydrogen Generation

(2016) Yuan Chao Hu et al.   ADVANCED MATERIALS

The general effect of atomic size misfit on glass formation in conventional and high-entropy alloys

(2016) Y.F. Ye et al.   INTERMETALLICS

High-entropy alloy: challenges and prospects

(2016) Y.F. Ye et al.   Materials Today

Ultrastructural Characterization of the Lower Motor System in a Mouse Model of Krabbe Disease

(2016) Valentina Cappello et al.   Scientific Reports

A geometric model for intrinsic residual strain and phase stability in high entropy alloys

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

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

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

Pseudo-quinary Ti20Zr20Hf20Be20(Cu20-xNix) high entropy bulk metallic glasses with large glass forming ability

(2015) S.F. Zhao et al.   MATERIALS & DESIGN

Phase Selection in High-Entropy Alloys: From Nonequilibrium to Equilibrium

(2014) Zhijun Wang et al.   JOM

High-Entropy Metallic Glasses

(2014) W. H. Wang   JOM

Formation of monatomic metallic glasses through ultrafast liquid quenching

(2014) Li Zhong et al.   NATURE

Compositional landscape for glass formation in metal alloys

(2014) J. H. Na et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Physical Properties of High Entropy Alloys

(2013) Ming-Hung Tsai   Entropy

More than entropy in high-entropy alloys: Forming solid solutions or amorphous phase

(2013) Sheng Guo et al.   INTERMETALLICS

Alloy Design and Properties Optimization of High-Entropy Alloys

(2012) Y. Zhang et al.   JOM

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

Recent development and application products of bulk glassy alloys☆

(2011) A. Inoue et al.   ACTA MATERIALIA

The elastic properties, elastic models and elastic perspectives of metallic glasses

(2011) Wei Hua Wang   PROGRESS IN MATERIALS SCIENCE

Judging Correlation from Scatterplots and Parallel Coordinate Plots

(2010) Jing Li et al.   Information Visualization

New glass forming ability criterion derived from cooling consideration

(2010) Sheng Guo et al.   INTERMETALLICS

Extraction of bulk metallic-glass yield strengths using tapered micropillars in micro-compression experiments

(2009) J.C. Ye et al.   INTERMETALLICS

A critical analysis of the glass-forming ability of alloys

(2009) C. Suryanarayana et al.   JOURNAL OF NON-CRYSTALLINE SOLIDS

A new criterion for predicting the glass-forming ability of bulk metallic glasses

(2008) Zhilin Long et al.   JOURNAL OF ALLOYS AND COMPOUNDS