{"title":"Autonomous research and development of structural materials – An introduction and vision","authors":"D.B. Miracle , D.J. Thoma","doi":"10.1016/j.cossms.2024.101188","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":295,"journal":{"name":"Current Opinion in Solid State & Materials Science","volume":"33 ","pages":"Article 101188"},"PeriodicalIF":12.2000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Opinion in Solid State & Materials Science","FirstCategoryId":"88","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1359028624000548","RegionNum":2,"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
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.
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
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