Nanophotonics and Machine Learning

Chapter1. Fundamentals of nanophotonics.- Chapter2. Nanophotonic devices and platforms. - Chapter3. Fundamentals of machine learning.- Chapter4. DL-assisted inverse design in nanophotonics.- Chapter5. DL-enabled applications in nanophotonics.- Chapter6. Nanophotonic and optical platforms for DL.

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• Engenharia electrónica
• Engenharia mecânica
• Física óptica
• Aprendizagem mecânica
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Intelligent nanophotonics;Machine learning for inverse design;Photonic neural network;All-optical machine learning;Nanophotonic circuits;Machine learning for optical components;Deep learning for nanophotonics;Nanophotonic inverse design;Photonic platforms for computing