High-Throughput Extraction of Phase–Property Relationships from Literature Using Natural Language Processing and Large Language Models

Consolidating published research on aluminum alloys into insights about microstructure–property relationships can simplify and reduce the costs involved in alloy design. One critical design consideration for many heat-treatable alloys deriving superior properties from precipitation are phases as key...

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Bibliographic Details
Main Authors: Montanelli, Luca, Venugopal, Vineeth, Olivetti, Elsa A., Latypov, Marat I.
Format: Article
Language:English
Published: Springer International Publishing 2024
Subjects:
Online Access:https://hdl.handle.net/1721.1/153929