Towards the holistic design of alloys with large language models

Zongrui Pei; Junqi Yin; Jörg Neugebauer; Anubhav Jain

doi:10.1038/s41578-024-00726-6

Towards the holistic design of alloys with large language models

Zongrui Pei, Junqi Yin, Jörg Neugebauer, Anubhav Jain

Analytics and AI Methods at Scale

Research output: Contribution to journal › Comment/debate

1 Scopus citations

Abstract

Large language models are very effective at solving general tasks, but can also be useful in materials design and extracting and using information from the scientific literature and unstructured corpora. In the domain of alloy design and manufacturing, they can expedite the materials design process and enable the inclusion of holistic criteria.

Original language	English
Pages (from-to)	840-841
Number of pages	2
Journal	Nature Reviews Materials
Volume	9
Issue number	12
DOIs	https://doi.org/10.1038/s41578-024-00726-6
State	Published - Dec 2024

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title = "Towards the holistic design of alloys with large language models",

abstract = "Large language models are very effective at solving general tasks, but can also be useful in materials design and extracting and using information from the scientific literature and unstructured corpora. In the domain of alloy design and manufacturing, they can expedite the materials design process and enable the inclusion of holistic criteria.",

author = "Zongrui Pei and Junqi Yin and J{\"o}rg Neugebauer and Anubhav Jain",

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AU - Yin, Junqi

AU - Neugebauer, Jörg

AU - Jain, Anubhav

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Towards the holistic design of alloys with large language models

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