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

• AI enables optimization of nanomanufacturing processes, enhancing efficiency and precision in the production of nanoscale devices and materials. • AI-driven predictive modeling enables the simulation of complex nanoscale phenomena, aiding in the design and optimization of nanomaterials and devices. • AI plays a pivotal role in accelerating materials discovery, optimizing nanomaterial properties for various applications from electronics to healthcare. 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.