• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

用于纳米及先进材料合成的自动驾驶实验室。

A Self-Driving Lab for Nano- and Advanced Materials Synthesis.

作者信息

Zaki Mohammad, Prinz Carsten, Ruehle Bastian

机构信息

Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, D-12489 Berlin, Germany.

Humboldt University Berlin, Unter den Linden 6, D-10117 Berlin, Germany.

出版信息

ACS Nano. 2025 Mar 11;19(9):9029-9041. doi: 10.1021/acsnano.4c17504. Epub 2025 Feb 25.

DOI:10.1021/acsnano.4c17504
PMID:39995288
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11912568/
Abstract

The recent emergence of self-driving laboratories (SDL) and material acceleration platforms (MAPs) demonstrates the ability of these systems to change the way chemistry and material syntheses will be performed in the future. Especially in conjunction with nano- and advanced materials which are generally recognized for their great potential in solving current material science challenges, such systems can make disrupting contributions. Here, we describe in detail MINERVA, an SDL specifically built and designed for the synthesis, purification, and in line characterization of nano- and advanced materials. By fully automating these three process steps for seven different materials from five representative, completely different classes of nano- and advanced materials (metal, metal oxide, silica, metal organic framework, and core-shell particles) that follow different reaction mechanisms, we demonstrate the great versatility and flexibility of the platform. We further study the reproducibility and particle size distributions of these seven representative materials in depth and show the excellent performance of the platform when synthesizing these material classes. Lastly, we discuss the design considerations as well as the hardware and software components that went into building the platform and make all of the components publicly available.

摘要

最近出现的自动驾驶实验室(SDL)和材料加速平台(MAP)证明了这些系统有能力改变未来化学和材料合成的进行方式。特别是与纳米材料和先进材料相结合时,这些材料因其在解决当前材料科学挑战方面的巨大潜力而被广泛认可,这样的系统可以做出突破性的贡献。在此,我们详细描述了MINERVA,这是一个专门为纳米材料和先进材料的合成、纯化及在线表征而构建和设计的自动驾驶实验室。通过对来自五类具有代表性、完全不同的纳米材料和先进材料(金属、金属氧化物、二氧化硅、金属有机框架和核壳颗粒)的七种不同材料的这三个工艺步骤进行完全自动化,这些材料遵循不同的反应机制,我们展示了该平台的高度通用性和灵活性。我们进一步深入研究了这七种代表性材料的可重复性和粒度分布,并展示了该平台在合成这些材料类别时的出色性能。最后,我们讨论了构建该平台时的设计考量以及硬件和软件组件,并公开了所有组件。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/3bd0b57c241e/nn4c17504_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/45e76b62c1fb/nn4c17504_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/ba13dcb46b1c/nn4c17504_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/026eced8b763/nn4c17504_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/3bd0b57c241e/nn4c17504_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/45e76b62c1fb/nn4c17504_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/ba13dcb46b1c/nn4c17504_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/026eced8b763/nn4c17504_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adab/11912568/3bd0b57c241e/nn4c17504_0004.jpg

相似文献

1
A Self-Driving Lab for Nano- and Advanced Materials Synthesis.用于纳米及先进材料合成的自动驾驶实验室。
ACS Nano. 2025 Mar 11;19(9):9029-9041. doi: 10.1021/acsnano.4c17504. Epub 2025 Feb 25.
2
Autonomous Chemical Experiments: Challenges and Perspectives on Establishing a Self-Driving Lab.自主化学实验:建立自动驾驶实验室的挑战与展望。
Acc Chem Res. 2022 Sep 6;55(17):2454-2466. doi: 10.1021/acs.accounts.2c00220. Epub 2022 Aug 10.
3
Toward Self-Driven Autonomous Material and Device Acceleration Platforms (AMADAP) for Emerging Photovoltaics Technologies.迈向用于新兴光伏技术的自驱动自主材料与器件加速平台(AMADAP)
Acc Chem Res. 2024 May 7;57(9):1434-1445. doi: 10.1021/acs.accounts.4c00095. Epub 2024 Apr 23.
4
Macromolecular crowding: chemistry and physics meet biology (Ascona, Switzerland, 10-14 June 2012).大分子拥挤现象:化学与物理邂逅生物学(瑞士阿斯科纳,2012年6月10日至14日)
Phys Biol. 2013 Aug;10(4):040301. doi: 10.1088/1478-3975/10/4/040301. Epub 2013 Aug 2.
5
Self-Driving Laboratories for Chemistry and Materials Science.化学与材料科学的自动驾驶实验室
Chem Rev. 2024 Aug 28;124(16):9633-9732. doi: 10.1021/acs.chemrev.4c00055. Epub 2024 Aug 13.
6
From Platform to Knowledge Graph: Evolution of Laboratory Automation.从平台到知识图谱:实验室自动化的演进
JACS Au. 2022 Jan 10;2(2):292-309. doi: 10.1021/jacsau.1c00438. eCollection 2022 Feb 28.
7
Toward autonomous design and synthesis of novel inorganic materials.朝着新型无机材料的自主设计和合成方向发展。
Mater Horiz. 2021 Aug 1;8(8):2169-2198. doi: 10.1039/d1mh00495f. Epub 2021 May 26.
8
The Changing Landscape of Materials Discovery.材料发现领域的不断变化态势
Chimia (Aarau). 2024 Dec 18;78(12):855-861. doi: 10.2533/chimia.2024.855.
9
In Situ Synthesis of Metal Nanoparticle Embedded Hybrid Soft Nanomaterials.原位合成嵌入混合软纳料的金属纳米颗粒。
Acc Chem Res. 2016 Sep 20;49(9):1671-80. doi: 10.1021/acs.accounts.6b00201. Epub 2016 Aug 23.
10
Planning Implications Related to Sterilization-Sensitive Science Investigations Associated with Mars Sample Return (MSR).与火星样本返回(MSR)相关的对灭菌敏感的科学研究的规划意义。
Astrobiology. 2022 Jun;22(S1):S112-S164. doi: 10.1089/AST.2021.0113. Epub 2022 May 19.

本文引用的文献

1
Dynamic Light Scattering Distributions by Any Means.通过任何方式的动态光散射分布
J Nanopart Res. 2021 May;23(5). doi: 10.1007/s11051-021-05220-6.
2
Delocalized, asynchronous, closed-loop discovery of organic laser emitters.有机激光发射器的离域、异步、闭环发现
Science. 2024 May 17;384(6697):eadk9227. doi: 10.1126/science.adk9227.
3
Plasmonic and Photothermal Properties of Silica-Capped Gold Nanoparticle Aggregates.二氧化硅包覆金纳米颗粒聚集体的等离子体和光热性质
J Phys Chem C Nanomater Interfaces. 2023 Dec 12;127(50):24475-24486. doi: 10.1021/acs.jpcc.3c07536. eCollection 2023 Dec 21.
4
Targeted cancer treatment using folate-conjugated sponge-like ZIF-8 nanoparticles: a review.使用叶酸偶联的海绵状ZIF-8纳米颗粒的靶向癌症治疗:综述
Naunyn Schmiedebergs Arch Pharmacol. 2024 Mar;397(3):1377-1404. doi: 10.1007/s00210-023-02707-y. Epub 2023 Sep 16.
5
Establishing and testing a robot-based platform to enable the automated production of nanoparticles in a flexible and modular way.建立和测试一个基于机器人的平台,以实现以灵活和模块化的方式自动生产纳米颗粒。
Sci Rep. 2023 Jul 15;13(1):11440. doi: 10.1038/s41598-023-38535-6.
6
Strategies for automating analytical and bioanalytical laboratories.自动化分析和生物分析实验室的策略。
Anal Bioanal Chem. 2023 Sep;415(21):5057-5066. doi: 10.1007/s00216-023-04727-2. Epub 2023 May 13.
7
Synthesis, biomedical applications, and toxicity of CuO nanoparticles.氧化铜纳米粒子的合成、生物医学应用及毒性。
Appl Microbiol Biotechnol. 2023 Feb;107(4):1039-1061. doi: 10.1007/s00253-023-12364-z. Epub 2023 Jan 13.
8
PubChem 2023 update.PubChem 2023 更新。
Nucleic Acids Res. 2023 Jan 6;51(D1):D1373-D1380. doi: 10.1093/nar/gkac956.
9
An artificial intelligence enabled chemical synthesis robot for exploration and optimization of nanomaterials.一种用于探索和优化纳米材料的人工智能化学合成机器人。
Sci Adv. 2022 Oct 7;8(40):eabo2626. doi: 10.1126/sciadv.abo2626.
10
Large refractive index changes in ZIF-8 thin films of optical quality.具有光学质量的ZIF-8薄膜中的大折射率变化。
RSC Adv. 2022 Feb 16;12(10):5807-5815. doi: 10.1039/d1ra08531j.