NanoMind: Exploring Synergies in Nanotechnology and Machine Learning (eBook)

Shubham Mahajan, Susanta Das, Alvaro Rocha, Debanjali Barman Roy, Paras Chawla (Herausgeber)

eBook Download: PDF

2025
289 Seiten
Springer Nature Switzerland (Verlag)
978-3-031-77296-2 (ISBN)

Infos

NanoMind" serves as a captivating exploration at the crossroads of nanotechnology and machine learning, revealing the profound synergies between these two groundbreaking fields. At its core, the book is a guided tour through the intricate realms of nanoscale materials and artificial intelligence, illuminating their combined potential to reshape the landscape of innovation.

 

The journey begins with an introductory chapter, setting the stage for the convergence of nanotechnology and machine learning. Readers are introduced to the fundamental principles and applications of nanoscale materials, laying the groundwork for a deeper understanding of the nano-world. Simultaneously, the basics of machine learning are demystified, providing a comprehensive overview of the methodologies and concepts that underpin AI.

 

"Nanoscale Sensing and Imaging" takes readers into the realm of advanced technologies, showcasing how machine learning enhances our ability to sense and image materials at the nanoscale. The narrative then seamlessly transitions to the creation and optimization of materials with nano-enhancements in "Nano-Enabled Materials." This section demonstrates how the marriage of nanotechnology and machine learning can lead to the development of materials with unprecedented properties, fostering innovation in diverse industries.

 

The exploration extends into the field of healthcare with "Machine Learning in Nanomedicine," unveiling how AI at the nanoscale is transforming diagnostics, drug delivery, and personalized medicine. "Quantum Computing and Nanotechnology" delves into the cutting-edge intersection of quantum computing, nanotech, and machine learning, showcasing the potential for revolutionary advancements in computation and problem-solving.

 

However, the journey isn't without its challenges. The book devotes a section to "Challenges and Ethical Considerations," addressing the complexities and ethical dimensions associated with the convergence of nanotechnology and machine learning. This discussion ensures that readers are equipped to navigate the ethical landscape responsibly.

Produkt-Details

• Erscheint lt. Verlag: 28.4.2025
• Reihe/Serie: Information Systems Engineering and Management
• Zusatzinfo: XIII, 289 p. 63 illus., 51 illus. in color.
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Technik ► Bauwesen
• Schlagworte: Computational Intelligence • machine learning • nanoscale • nanotechnology • Smart Materials
• ISBN-10: 3-031-77296-2 / 3031772962
• ISBN-13: 978-3-031-77296-2 / 9783031772962