AURORA - An Automatic Robotic Platform for Materials Discovery

IF 8.3 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
Bingyu Lei, Per H. Svensson, Pavel Yushmanov, Lars Kloo
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Abstract

The urgent need for renewable energy solutions requires rapid advancements in materials discovery. In response, we present AURORA, an innovative robotic platform that enhances this process by integrating automated synthesis, characterization, and evaluation into a single unit, thereby improving efficiency and reducing errors. Its modular design allows for adaptable screening of diverse materials, including metal halide perovskites, and their application in solar cell devices. Our study demonstrates the ability of AURORA to autonomously synthesize and evaluate polycrystalline, mixed halide perovskites, including a novel mesoscopic solar cell array with improved data reliability and throughput. AURORA also conducts postsynthesis treatments and dynamic analyses under stress, setting it apart from traditional methods. These features make AURORA a transformative tool for the discovery of novel materials, with potential machine learning integration for optimization. Our results highlight the application of AURORA as a robust and adaptable platform for future developments in automated materials research.

Abstract Image

AURORA——用于材料发现的自动机器人平台
对可再生能源解决方案的迫切需求要求材料发现的快速进展。作为回应,我们提出了AURORA,这是一种创新的机器人平台,通过将自动化合成、表征和评估集成到一个单元中来增强这一过程,从而提高效率并减少错误。其模块化设计允许对各种材料进行适应性筛选,包括金属卤化物钙钛矿,以及它们在太阳能电池设备中的应用。我们的研究证明了AURORA自主合成和评估多晶混合卤化物钙钛矿的能力,包括一种新型介观太阳能电池阵列,具有更高的数据可靠性和吞吐量。AURORA还可以进行合成后处理和压力下的动态分析,这与传统方法不同。这些特点使AURORA成为发现新材料的变革性工具,具有潜在的机器学习集成优化功能。我们的研究结果突出了AURORA作为自动化材料研究未来发展的强大和适应性平台的应用。
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来源期刊
ACS Applied Materials & Interfaces
ACS Applied Materials & Interfaces 工程技术-材料科学:综合
CiteScore
16.00
自引率
6.30%
发文量
4978
审稿时长
1.8 months
期刊介绍: ACS Applied Materials & Interfaces is a leading interdisciplinary journal that brings together chemists, engineers, physicists, and biologists to explore the development and utilization of newly-discovered materials and interfacial processes for specific applications. Our journal has experienced remarkable growth since its establishment in 2009, both in terms of the number of articles published and the impact of the research showcased. We are proud to foster a truly global community, with the majority of published articles originating from outside the United States, reflecting the rapid growth of applied research worldwide.
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