Beyond interpolation: integration of data and AI-extracted knowledge for high-entropy alloy discovery

Integrating data and AI-extracted knowledge from several related domains with explicit uncertainty quantification unlocks exploration of uncharted high-entropy alloy compositions.

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Publication Details

Journal
Digital Discovery
Published
2025-12-19
DOI
https://doi.org/10.1039/d5dd00400d
Primary Topic
High Entropy Alloys Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Beyond interpolation: integration of data and AI-extracted knowledge for high-entropy alloy discovery

Digital Discovery
High Entropy Alloys Studies
article

Beyond interpolation: integration of data and AI-extracted knowledge for high-entropy alloy discovery

article en

Abstract

Integrating data and AI-extracted knowledge from several related domains with explicit uncertainty quantification unlocks exploration of uncharted high-entropy alloy compositions.

Digital DiscoveryVol. 5(3)
Duke University (US), Japan Advanced Institute of Science and Technology (JP), Tohoku University (JP), The Institute of Statistical Mathematics (JP)
Core Research for Evolutional Science and Technology
Openalex Percentile: Top 46%
High Entropy Alloys Studies
DOIOpen Access PDFOpenAlex
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