Intelligent Nanotechnology: Merging Nanoscience and Artificial Intelligence Yuebing Zheng – Ebook Instant Download/Delivery ISBN(s): 9780323857963,0323857965,9780323901413, 0323901417
Product details:
• ISBN 10:0323901417
• ISBN 13:9780323901413
• Author:
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.
Table contents:
Chapter 1: Inverse design meets nanophotonics: From computational optimization to artificial neural network
Chapter 2: Machine learning for solid mechanics
Chapter 3: Neural networks in phononics
Chapter 4: Nanophotonic devices based on optimization algorithms
Chapter 5: Artificial intelligence (AI) enhanced nanomotors and active matter
Chapter 6: Applications of convolutional neural networks for spectral analysis
Chapter 7: Nanoscale electronic synapses for neuromorphic computing
Chapter 8: Nanowire memristor as artificial synapse in random networks
Chapter 9: Artificial intelligence accelerator using photonic computing
Chapter 10: Machine learning in nanomaterial electron microscopy data analysis
Chapter 11: Deep learning in biomedical informatics
Chapter 12: Autonomous experimentation in nanotechnology
Chapter 13: Nanomaterials and artificial intelligence in anti-counterfeiting
Chapter 14: Machine learning data processing as a bridge between
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