人工智能与纳米技术在推动创新和可持续发展方面的协同作用 - 综述

David B. Olawade , Abimbola O. Ige , Abimbola G. Olaremu , James O. Ijiwade , Adedapo O. Adeola
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摘要

人工智能(AI)与纳米技术的融合是一个变革性的前沿领域,蕴含着科技进步的巨大潜力。本综述探讨了人工智能与纳米技术的融合,旨在揭示各个领域的当前趋势、挑战和未来方向。本综述采用科学计量学方法,收集并分析了人工智能和纳米技术领域的现有文献和研究。通过对最近的研究和发展进行系统检查,我们确定了未来研究和应用的主要趋势、挑战和潜在途径。本综述的研究结果凸显了人工智能驱动的纳米技术在材料发现和设计、医疗保健、环境监测、能源转换和量子计算方面的重大影响。这些领域已经取得了令人瞩目的进步,例如新型纳米材料、精确给药系统、先进纳米传感器和高效能源存储解决方案的开发。然而,挑战依然存在,包括跨学科合作不足、数据质量、伦理问题和监管框架。尽管挑战需要认真考虑和缓解,但不可否认的是,不同领域都存在创新和进步的潜力。本综述强调了负责任地使用人工智能和持续开展研究的重要性,以充分释放这种融合的潜力,最终塑造科学与技术的未来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

The synergy of artificial intelligence and nanotechnology towards advancing innovation and sustainability - A mini-review

The synergy of artificial intelligence and nanotechnology towards advancing innovation and sustainability - A mini-review
The convergence of Artificial Intelligence (AI) and nanotechnology is a transformative frontier, holding vast potential for scientific and technological advancements. This review explores the integration of AI and nanotechnology, aiming to uncover current trends, challenges, and future directions across various domains. A scientometric approach was employed, gathering and analyzing existing literature and research in the fields of AI and nanotechnology. Through a systematic examination of recent studies and developments, we identified key trends, challenges, and potential pathways for future research and applications. Findings from this review highlight the significant impact of AI-driven nanotechnology in materials discovery and design, healthcare, environmental monitoring, energy conversion, and quantum computing. These areas have witnessed remarkable advancements, such as the development of novel nanomaterials, precise drug delivery systems, advanced nanosensors, and efficient energy storage solutions. However, challenges persist, including insufficient interdisciplinary collaboration, data quality, ethical concerns, and regulatory frameworks. While challenges require careful consideration and mitigation, the potential for innovation and progress in diverse domains is undeniable. This review underscores the importance of responsible AI use and ongoing research to unlock the full potential of this convergence, ultimately shaping the future of science and technology.
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