树状大分子和纳米材料在化学、生物、放射和核污染检测和修复中的研究进展——与人工智能和遥感技术的集成。

IF 4.3 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY
Nanomaterials Pub Date : 2025-09-10 DOI:10.3390/nano15181395
Agnieszka Gonciarz, Robert Pich, Krzysztof A Bogdanowicz, Witalis Pellowski, Jacek Miedziak, Sebastian Lalik, Marcin Szczepaniak, Monika Marzec, Agnieszka Iwan
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引用次数: 0

摘要

目前的科学和技术发展表明,在诸如化学、生物、放射性和核(CBRN)污染的检测和补救等方面,应考虑到对树状大分子和纳米材料的需求。为了评估树状大分子在CBRN污染中的益处,必须使用不同的表征方法、毒理学评估和可回收性。本文的目的是根据绿色化学、工程、技术和环境安全的原则,对选定的纳米材料和树状大分子以及化学、生物、辐射和核(CBRN)危害进行系统化的认识。到目前为止,许多关于树状大分子和纳米材料的综述文章主要集中在生物医学应用或环境修复方面。在本文中,我们更详细地讨论了这一主题,特别是与树状大分子与人工智能和遥感技术的集成有关。我们强调跨学科的协同作用——人工智能用于更智能的设计,遥感用于部署——可以弥合纳米级创新与真正的CBRN对策之间的差距。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Review of Current Achievements in Dendrimers and Nanomaterials for Potential Detection and Remediation of Chemical, Biological, Radiological and Nuclear Contamination-Integration with Artificial Intelligence and Remote Sensing Technologies.

Current scientific and technological developments indicate that the need for dendrimers and nanomaterials should be taken into account in aspects such as the detection and remediation of chemical, biological, radiological and nuclear (CBRN) contamination. To evaluate the benefits of dendrimers in CBRN contamination, different characterization methods, toxicological evaluation, and recyclability must be used. The aim of this article is to systematize knowledge about selected nanomaterials and dendrimers as well as chemical, biological, radiological and nuclear (CBRN) hazards in accordance with the principles of green chemistry, engineering, technology and environmental safety. So far, many review articles on dendrimers and nanomaterials have focused on biomedical applications or environmental remediation. In this article, we discuss this topic in more detail, especially in relation to the integration of dendrimers with artificial intelligence and remote sensing technologies. We highlight interdisciplinary synergies-artificial intelligence for smarter design and remote sensing for deployment-that could bridge the gap between nanoscale innovation and real CBRN countermeasures.

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来源期刊
Nanomaterials
Nanomaterials NANOSCIENCE & NANOTECHNOLOGY-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
8.50
自引率
9.40%
发文量
3841
审稿时长
14.22 days
期刊介绍: Nanomaterials (ISSN 2076-4991) is an international and interdisciplinary scholarly open access journal. It publishes reviews, regular research papers, communications, and short notes that are relevant to any field of study that involves nanomaterials, with respect to their science and application. Thus, theoretical and experimental articles will be accepted, along with articles that deal with the synthesis and use of nanomaterials. Articles that synthesize information from multiple fields, and which place discoveries within a broader context, will be preferred. There is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible. Full experimental or methodical details, or both, must be provided for research articles. Computed data or files regarding the full details of the experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material. Nanomaterials is dedicated to a high scientific standard. All manuscripts undergo a rigorous reviewing process and decisions are based on the recommendations of independent reviewers.
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