Revealing Hidden Patterns through Chemical Intuition and Interpretable Machine Learning: A Case Study of Binary Rare-Earth Intermetallics RX
Author:
Affiliation:
1. Department of Chemistry, University of Alberta, Edmonton, AlbertaT6G 2G2, Canada
2. Department of Chemistry and Biochemistry, Manhattan College, Riverdale, New York10471, United States
Funder
Canada First Research Excellence Fund
Natural Sciences and Engineering Research Council of Canada
Publisher
American Chemical Society (ACS)
Subject
Materials Chemistry,General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.chemmater.2c02425
Reference81 articles.
1. Discovery of Intermetallic Compounds from Traditional to Machine-Learning Approaches
2. Machine learning for molecular and materials science
3. The 2019 materials by design roadmap
4. A Critical Review of Machine Learning of Energy Materials
5. Discovering Intermetallics Through Synthesis, Computation, and Data‐Driven Analysis
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2. Discovery of Ternary Antimonides A–Al–Sb (A = Rb or Cs) with Desired Structural Motifs Guided by Machine Learning;Chemistry of Materials;2024-06-09
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4. Interpretable Machine Learning in Solid-State Chemistry, with Applications to Perovskites, Spinels, and Rare-Earth Intermetallics: Finding Descriptors Using Decision Trees;Inorganic Chemistry;2023-06-30
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