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Digital Transformation in Materials Science: A Paradigm Change in Material's Development

机译:材料科学的数字转换:材料发展的范式变化

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摘要

The ongoing digitalization is rapidly changing and will further revolutionize all parts of life. This statement is currently omnipresent in the media as well as in the scientific community; however, the exact consequences of the proceeding digitalization for the field of materials science in general and the way research will be performed in the future are still unclear. There are first promising examples featuring the potential to change discovery and development approaches toward new materials. Nevertheless, a wide range of open questions have to be solved in order to enable the so-called digital-supported material research. The current state-of-the-art, the present and future challenges, as well as the resulting perspectives for materials science are described.
机译:正在进行的数字化正在迅速变化,并进一步彻底改变生命的所有部分。该陈述目前是媒体和科学界的无所不在;然而,一般物料科学领域进行了数字化的确切后果以及将来将在未来进行的方式尚不清楚。第一个有希望的例子,具有改变对新材料的发现和开发方法的潜力。尽管如此,必须解决广泛的开放问题,以便能够实现所谓的数字支持的材料研究。描述了目前的最先进的,现在和未来的挑战,以及所得到的材料科学的观点。

著录项

  • 来源
    《Advanced Materials》 |2021年第8期|2004940.1-2004940.9|共9页
  • 作者单位

    Friedrich Schiller Univ Jena Lab Organ & Macromol Chem IOMC Humboldtstr 10 D-07743 Jena Germany|Friedrich Schiller Univ Jena Jena Ctr Soft Matter JCSM Philosophenweg 7 D-07743 Jena Germany;

    Friedrich Schiller Univ Jena Lab Organ & Macromol Chem IOMC Humboldtstr 10 D-07743 Jena Germany|Friedrich Schiller Univ Jena Jena Ctr Soft Matter JCSM Philosophenweg 7 D-07743 Jena Germany;

    Friedrich Schiller Univ Jena Lab Organ & Macromol Chem IOMC Humboldtstr 10 D-07743 Jena Germany|Friedrich Schiller Univ Jena Jena Ctr Soft Matter JCSM Philosophenweg 7 D-07743 Jena Germany;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    artificial intelligence; automation; combinatorial science; digital transformation; machine learning;

    机译:人工智能;自动化;组合科学;数字转换;机器学习;
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