Generative Adversarial Networks‐Based Synthetic Microstructures for Data‐Driven Materials Design
Author:
Affiliation:
1. Department of Materials Science and Engineering Nagoya University Furo‐cho Chikusa‐ku Nagoya 464‐8601 Japan
2. Steel Research Laboratory JFE steel 1 Kawasaki‐cho Cyuo‐ku Chiba 260‐0835 Japan
Publisher
Wiley
Subject
Multidisciplinary,Modeling and Simulation,Numerical Analysis,Statistics and Probability
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/adts.202100470
Reference29 articles.
1. Materials informatics
2. Rapid structural mapping of ternary metallic alloy systems using the combinatorial approach and cluster analysis
3. Finding Nature’s Missing Ternary Oxide Compounds Using Machine Learning and Density Functional Theory
4. Predicting Crystal Structures with Data Mining of Quantum Calculations
5. Accelerating materials property predictions using machine learning
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