{"title":"Towards the holistic design of alloys with large language models","authors":"Zongrui Pei, Junqi Yin, Jörg Neugebauer, Anubhav Jain","doi":"10.1038/s41578-024-00726-6","DOIUrl":null,"url":null,"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.","PeriodicalId":19081,"journal":{"name":"Nature Reviews Materials","volume":null,"pages":null},"PeriodicalIF":79.8000,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Reviews Materials","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1038/s41578-024-00726-6","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
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.
期刊介绍：
Nature Reviews Materials is an online-only journal that is published weekly. It covers a wide range of scientific disciplines within materials science. The journal includes Reviews, Perspectives, and Comments.
Nature Reviews Materials focuses on various aspects of materials science, including the making, measuring, modelling, and manufacturing of materials. It examines the entire process of materials science, from laboratory discovery to the development of functional devices.
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