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材料发现的不断变化的景观

Fabian O Von Rohr¹

¹Department of Quantum Matter Physics, University of Geneva, CH-1211 Geneva, Switzerland. fabian.vonrohr@unige.ch.

|December 18, 2024

概括

机器人和人工智能的进步正在改变材料的发现. 增量创新和小组的有针对性的贡献可以加速进步,可能导致一个国家瑞士材料发现实验室.

科学领域:

材料科学材料科学材料科学
机器人技术机器人技术机器人技术
人工智能的人工智能

背景情况:

材料发现领域正在随着新技术的发展而迅速发展.
自动化和人工智能的整合带来了新的机遇和挑战.

研究的目的:

讨论材料发现的最新进展的影响,重点是机器人,人工智能和自动驾驶实验室.
探索对瑞士研究环境的影响,并提出未来的基础设施.

主要方法:

对当前趋势进行基于视角的讨论.
对渐进与革命性突破影响的分析.
考虑跨学科团体的作用和有针对性的创新.
评估国家材料发现基础设施的潜力.

主要成果:

渐进的进步,如自动化样本准备和数据分析,可能比广泛的突破提供更直接的影响.
通过有针对性的创新,小型的跨学科团体可以做出重大贡献.
建立一个全国性的瑞士材料发现实验室可以加速创新.

结论:

均衡的方法,将增量改进与战略的长期投资相结合,对于推进材料发现至关重要.
合作和有针对性的创新是进步的关键驱动力.
国家基础设施可以促进瑞士更强大,更有效的材料发现生态系统.

关键词:

发现材料的发现.自动驾驶实验室的自动驾驶实验室固态化学固态化学

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