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Intelligent Nanotechnology

Merging Nanoscience and Artificial Intelligence

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2022
ISBN13: 9780323857963
Rubricering
Elsevier Science e druk, 2022 9780323857963
Onderdeel van serie Materials Today
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9780323857963
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

Part 1: AI-enhanced design, characterization, and manufacturing of nanomaterials, nanodevices and nanotools<br>1. Inverse design of nanophotonic structures<br>2. Artificial Intelligence (AI)-enhanced design/additive of nanomaterials<br>3. Neural networks for prediction in nanophononics<br>4. Neural networks for prediction in nanophotonic properties<br>5. Neural networks for prediction in device performance<br>6. Artificial Intelligence (AI) enhanced nanomotors and active matters<br>7. Application of convolution neural network in spectral analysis<br>8. Artificial Intelligence in nanotoxicology<br><br>Part 2: Nanotechnology-enhanced Artificial Intelligence hardware and algorithm development<br>9. Merging of machine learning and nanomaterials<br>10. Nanoscale Electronic Synapses for Neuromorphic Computing<br>11. Nanowire memristor as artificial synapse in random networks<br>12. Nanomemories for neuromorphic computing<br>13. Photonic artificial neural networks<br>14. Artificial intelligent accelerator using optoelectronic computing<br><br>Part 3: Scientific advancement and applications enhanced by combining Artificial Intelligence (AI) and Nanotechnology<br>15. Merging Artificial Intelligence (AI) and nanotechnology for single molecule science<br>16. Artificial Intelligence (AI) and nanotechnology in biomedicine<br>17. Automated lab/research<br>18. Nanomaterials and artificial intelligence in anti-counterfeiting<br>19. AI in chemistry studies<br><br>Part 4: Conclusion and perspective<br>20. Prospects and challenges in the merging of nanotechnology and Artificial Intelligence (AI)

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        Intelligent Nanotechnology