Intelligent Nanotechnology: Merging Nanoscience and Artificial Intelligence

Intelligent Nanotechnology: Merging Nanoscience and Artificial Intelligence provides an overview of  advances in science and technology made possible by the convergence of nanotechnology and artificial intelligence (AI). Sections focus on AI-enhanced design, characterization and manufacturing and the use of AI to improve important material properties, with an emphasis on mechanical, photonic, electronic and magnetic properties. Designing benign nanomaterials through the prediction of their impact on biology and the environment is also discussed. Other sections cover the use of AI in the acquisition and analysis of data in experiments and AI technologies that have been enhanced through nanotechnology platforms. Final sections review advances in applications enabled by the merging of nanotechnology and artificial intelligence, including examples from biomedicine, chemistry and automated research. Includes recent advances on AI-enhanced design, characterization and the manufacturing of nanomaterials Reviews AI technologies that have been enabled by nanotechnology Discusses potentially world-changing applications that could ensue as a result of merging these two fields INDICE: Part 1: AI-enhanced design, characterization, and manufacturing of nanomaterials, nanodevices and nanotools1. Inverse design of nanophotonic structures2. Artificial Intelligence (AI)-enhanced design/additive of nanomaterials3. Neural networks for prediction in nanophononics4. Neural networks for prediction in nanophotonic properties5. Neural networks for prediction in device performance6. Artificial Intelligence (AI) enhanced nanomotors and active matters7. Application of convolution neural network in spectral analysis8. Artificial Intelligence in nanotoxicologyPart 2: Nanotechnology-enhanced Artificial Intelligence hardware and algorithm development9. Merging of machine learning and nanomaterials10. Nanoscale Electronic Synapses for Neuromorphic Computing11. Nanowire memristor as artificial synapse in random networks12. Nanomemories for neuromorphic computing13. Photonic artificial neural networks14. Artificial intelligent accelerator using optoelectronic computingPart 3: Scientific advancement and applications enhanced by combining Artificial Intelligence (AI) and Nanotechnology15. Merging Artificial Intelligence (AI) and nanotechnology for single molecule science16. Artificial Intelligence (AI) and nanotechnology in biomedicine17. Automated lab/research18. Nanomaterials and artificial intelligence in anti-counterfeiting19. AI in chemistry studiesPart 4: Conclusion and perspective20. Prospects and challenges in the merging of nanotechnology and Artificial Intelligence (AI)

• ISBN: 978-0-323-85796-3
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 725
• Fecha Publicación: 01/09/2022
• Nº Volúmenes: 1
• Idioma: Inglés