结构材料的自主研发--介绍与展望

IF 12.2 2区材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY

Current Opinion in Solid State & Materials Science Pub Date : 2024-10-01 DOI:10.1016/j.cossms.2024.101188

D.B. Miracle , D.J. Thoma

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引用次数: 0

摘要

人工智能与自动化的结合为材料科学的自主研发提供了新的领域。为了寻找新的机遇，最近对这一仍属于新领域的研究进行了评估，并将结构材料确定为未来发展的一个主题。为探讨这一主题，2022 年 4 月 20-22 日在科罗拉多州丹佛市组织了一次研讨会。本视角集介绍了此次研讨会的成果。本文介绍了结构材料为自主研发领域引入的四个新主题：新的人工智能方法；按需快速合成（RODS）块状（≥100 gm）金属和陶瓷材料的愿景；测量性能的新方法；以及材料开发与工程设计之间的新协同作用。本视角集的其余论文介绍了丹佛研讨会的观点和讨论情况，并对研讨会的主要议题进行了更深入的介绍。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Autonomous research and development of structural materials – An introduction and vision

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Autonomous research and development of structural materials – An introduction and vision

Blending artificial intelligence and automation enables the new field of autonomous research and development for materials science. A recent review of this still new field was evaluated to seek new opportunities, and structural materials were identified as a topic for future growth. A workshop was organized in Denver, CO on 20–22 April 2022 to explore this theme. The results from this workshop are given in this viewpoint set. The present paper describes four new themes introduced to the autonomous research and development field by structural materials: new artificial intelligence methods; a vision for rapid on-demand synthesis (RODS) of bulk (≥100 gm) metallic and ceramic materials; new methods for measuring properties; and a new synergy between materials development and engineering design. The remaining papers in this viewpoint set present ideas and discussions from the Denver workshop and more in-depth presentations of major workshop themes.

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来源期刊

Current Opinion in Solid State & Materials Science 工程技术-材料科学：综合

CiteScore

21.10

自引率

3.60%

发文量

审稿时长

47 days

期刊介绍： Title: Current Opinion in Solid State & Materials Science Journal Overview: Aims to provide a snapshot of the latest research and advances in materials science Publishes six issues per year, each containing reviews covering exciting and developing areas of materials science Each issue comprises 2-3 sections of reviews commissioned by international researchers who are experts in their fields Provides materials scientists with the opportunity to stay informed about current developments in their own and related areas of research Promotes cross-fertilization of ideas across an increasingly interdisciplinary field