Coupling physics in machine learning to investigate the solution behavior of binary Mg alloys

Effect of Mn Addition on Melt Purification and Fe Tolerance in Mg Alloys

(2021) Tao Chen et al.   JOM

The high-temperature oxidation resistance properties of magnesium alloys alloyed with Gd and Ca

(2021) Jiajia Wu et al.   Journal of Materials Science

Diffusion behaviour and mechanical properties of binary Mg–Gd system

(2021) Li Yang et al.   INTERMETALLICS

Thermodynamics and kinetics of phase transformation in rare earth–magnesium alloys: A critical review

(2020) Qun Luo et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Designing Rules of Laser-Clad High-Entropy Alloy Coatings with Simple Solid Solution Phases

(2020) Yongfei Juan et al.   Acta Metallurgica Sinica-English Letters

Latest research advances on magnesium and magnesium alloys worldwide

(2020) Jiangfeng Song et al.   Journal of Magnesium and Alloys

Machine learning-based prediction models for formation energies of interstitial atoms in HCP crystals

(2020) Daegun You et al.   SCRIPTA MATERIALIA

A comparison study of Ce/La and Ca microalloying on the bio-corrosion behaviors of extruded Mg-Zn alloys

(2020) J.H. Chu et al.   Journal of Magnesium and Alloys

Coupling physics in machine learning to predict properties of high-temperatures alloys

(2020) Jian Peng et al.   npj Computational Materials

Clarifying the roles of grain boundary and grain orientation on the corrosion and discharge processes of α-Mg based Mg-Li alloys for primary Mg-air batteries

(2020) Huabao Yang et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

New high-modulus and high-strength Mg-Gd-Ag-Mn-Ge alloys

(2020) Teng Tu et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

First-principles study of solid solution strengthening in Mg–X (X=Al, Er) alloys

(2019) Xiqin Liu et al.   BULLETIN OF MATERIALS SCIENCE

Interpolation and Extrapolation with the CALPHAD Method

(2019) Qun Luo et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Discovering unusual structures from exception using big data and machine learning techniques

(2019) Jianshu Jie et al.   Science Bulletin

A review of magnesium die-castings for closure applications

(2019) J.P. Weiler   Journal of Magnesium and Alloys

Overview of advancement and development trend on magnesium alloy

(2019) Tiancai Xu et al.   Journal of Magnesium and Alloys

Doublely-doped Mg-Al-Ce-V2O74- LDH composite film on magnesium alloy AZ31 for anticorrosion

(2019) Liang Wu et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Application of fuzzy learning in the research of binary alloys: Revisit and validation

(2019) Huiran Zhang et al.   COMPUTATIONAL MATERIALS SCIENCE

An electron work function based mechanism for solid solution hardening

(2018) Hao Lu et al.   JOURNAL OF ALLOYS AND COMPOUNDS

What is going on in magnesium alloys?

(2018) X.J. Wang et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Effect of high content of manganese on microstructure, texture and mechanical properties of magnesium alloy

(2018) Zhengwen Yu et al.   MATERIALS CHARACTERIZATION

Lattice distortions in high-entropy alloys

(2018) Lewis Robert Owen et al.   JOURNAL OF MATERIALS RESEARCH

Density functional theory-based investigations of solute kinetics and precipitate formation in binary magnesium-rare earth alloys: A review

(2018) Deep Choudhuri et al.   COMPUTATIONAL MATERIALS SCIENCE

A new diagrammatic method for the prediction of solid solubility in Mg alloys based on the short-range ordered structure

(2018) Jixue Zhou et al.   COMPUTATIONAL MATERIALS SCIENCE

Study on the factors affecting solid solubility in binary alloys: An exploration by Machine Learning

(2018) Shengzhou Li et al.   JOURNAL OF ALLOYS AND COMPOUNDS

First-Principle Calculation of Volta Potential of Intermetallic Particles in Aluminum Alloys and Practical Implications

(2017) Ying Jin et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

A First Principles Investigation of Corrosion Chemistry of Common Elemental Impurities in Mg-Al Alloys

(2017) Aslihan Sumer et al.   CORROSION

An insight into ignition factors and mechanisms of magnesium based materials: A review

(2017) Sravya Tekumalla et al.   MATERIALS & DESIGN

Predicting defect behavior in B2 intermetallics by merging ab initio modeling and machine learning

(2016) Bharat Medasani et al.   npj Computational Materials

The electronic origin of strengthening and ductilizing magnesium by solid solutes

(2015) Z.R. Liu et al.   ACTA MATERIALIA

Beyond Atomic Sizes and Hume-Rothery Rules: Understanding and Predicting High-Entropy Alloys

(2015) M. Claudia Troparevsky et al.   JOM

High strength and superior ductility of an ultra-fine grained magnesium–manganese alloy

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

A geometrical parameter for the formation of disordered solid solutions in multi-component alloys

(2014) Anil Kumar Singh et al.   INTERMETALLICS

Combined ab initio, experimental, and CALPHAD approach for an improved thermodynamic evaluation of the Mg–Si system

(2012) Michael Schick et al.   CALPHAD-COMPUTER COUPLING OF PHASE DIAGRAMS AND THERMOCHEMISTRY

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

Generic relation between the electron work function and Young's modulus of metals

(2011) Guomin Hua et al.   APPLIED PHYSICS LETTERS

Revisiting Hume-Rothery’s Rules with artificial neural networks

(2008) Y.M. Zhang et al.   ACTA MATERIALIA

Solid-Solution Phase Formation Rules for Multi-component Alloys

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

In vitro corrosion and biocompatibility of binary magnesium alloys

(2008) Xuenan Gu et al.   BIOMATERIALS