Towards the holistic design of alloys with large language models

IF 79.8 1区材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY

Nature Reviews Materials Pub Date : 2024-09-12 DOI:10.1038/s41578-024-00726-6

Zongrui Pei, Junqi Yin, Jörg Neugebauer, Anubhav Jain

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.

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利用大型语言模型实现合金的整体设计

大型语言模型在解决一般任务方面非常有效，但在材料设计以及从科学文献和非结构化语料库中提取和使用信息方面也很有用。在合金设计和制造领域，大语言模型可以加快材料设计过程，并能够纳入整体标准。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Nature Reviews Materials Materials Science-Biomaterials

CiteScore

119.40

自引率

0.40%

发文量

107

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.