Systematic searches for new inorganic materials assisted by materials informatics

Systematic searches for new inorganic materials assisted by materials informatics

We introduce our proprietary Materials Informatics (MI) technologies and our chemistry-oriented methodology for exploring new inorganic functional materials. Using machine learning on crystal structure databases, we developed ‘Element Reactivity Maps’ that displays the presence or the predicted form...

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Bibliographic Details
Main Authors: Yukari Katsura, Masakazu Akiyama, Haruhiko Morito, Masaya Fujioka, Tohru Sugahara
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Science and Technology of Advanced Materials
Subjects:
Inorganic chemistry
materials informatics
machine learning
crystal structure analysis
database
high-throughput synthesis
Online Access:https://www.tandfonline.com/doi/10.1080/14686996.2024.2428154
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https://www.tandfonline.com/doi/10.1080/14686996.2024.2428154

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