Improving phase prediction accuracy for high entropy alloys with Machine learning
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Improving phase prediction accuracy for high entropy alloys with Machine learning
Authors
Keywords
Phase prediction, Machine learning, High entropy alloy
Journal
COMPUTATIONAL MATERIALS SCIENCE
Volume 192, Issue -, Pages 110389
Publisher
Elsevier BV
Online
2021-03-07
DOI
10.1016/j.commatsci.2021.110389
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Publisher Correction: High Entropy Alloys Mined From Binary Phase Diagrams
- (2020) Jie Qi et al. Scientific Reports
- Dynamic Hand Gesture Recognition Based on a Leap Motion Controller and Two-Layer Bidirectional Recurrent Neural Network
- (2020) Linchu Yang et al. SENSORS
- Machine-learning phase prediction of high-entropy alloys
- (2019) Wenjiang Huang et al. ACTA MATERIALIA
- Artificial Intelligence Predicts Body-Centered-Cubic and Face-Centered-Cubic Phases in High-Entropy Alloys
- (2019) Abhishek Agarwal et al. JOM
- Recent advances and applications of machine learning in solid-state materials science
- (2019) Jonathan Schmidt et al. npj Computational Materials
- Phase prediction in high entropy alloys with a rational selection of materials descriptors and machine learning models
- (2019) Yan Zhang et al. ACTA MATERIALIA
- Machine learning for phase selection in multi-principal element alloys
- (2018) Nusrat Islam et al. COMPUTATIONAL MATERIALS SCIENCE
- Model interatomic potentials and lattice strain in a high-entropy alloy
- (2018) Diana Farkas et al. JOURNAL OF MATERIALS RESEARCH
- Machine learning for molecular and materials science
- (2018) Keith T. Butler et al. NATURE
- Enhanced strength and ductility in a high-entropy alloy via ordered oxygen complexes
- (2018) Zhifeng Lei et al. NATURE
- Computational modeling of high-entropy alloys: Structures, thermodynamics and elasticity
- (2017) Michael C. Gao et al. JOURNAL OF MATERIALS RESEARCH
- High-entropy alloy: challenges and prospects
- (2016) Y.F. Ye et al. Materials Today
- Can artificial intelligence create the next wonder material?
- (2016) Nicola Nosengo NATURE
- Alloy Design Strategies and Future Trends in High-Entropy Alloys
- (2013) Jien-Wei Yeh JOM
- Microstructures and properties of high-entropy alloys
- (2013) Yong Zhang et al. PROGRESS IN MATERIALS SCIENCE
- The effects of secondary elemental Mo or Ti addition in Al0.3CoCrFeNi high-entropy alloy on age hardening at 700°C
- (2010) Tao-Tsung Shun et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Solid-Solution Phase Formation Rules for Multi-component Alloys
- (2008) Y. Zhang et al. ADVANCED ENGINEERING MATERIALS
- ROC analysis: applications to the classification of biological sequences and 3D structures
- (2008) P. Sonego et al. BRIEFINGS IN BIOINFORMATICS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started