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Hossein Maleki
at Georgia Institute of Technology
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 3 August 2021 Presentation
Latent learning for design and knowledge discovery in nanophotonics
Proceedings Volume 11795, 1179505 (2021) https://doi.org/10.1117/12.2595199
KEYWORDS: Nanophotonics, Knowledge discovery, Physics, Nanostructures, Light-matter interactions
Proceedings Article | 5 March 2021 Presentation
Revealing the hidden capacity of artificial intelligence in nanoscience: physics-driven metric learning
Proceedings Volume 11694, 116940O (2021) https://doi.org/10.1117/12.2590756
KEYWORDS: Signal attenuation, Machine learning, Evolutionary algorithms, Artificial intelligence, Nanophotonics, Photonic nanostructures, Performance modeling, Nanostructures, Knowledge discovery, Error analysis
Proceedings Article | 5 March 2021 Presentation
Breaking the geometric complexity of nanostructures using manifold learning
Proceedings Volume 11694, 116940S (2021) https://doi.org/10.1117/12.2590200
KEYWORDS: Nanostructures, Structural design, Nanolithography, Artificial intelligence, Silica, Physics, Photonic nanostructures, Nanotechnology, Nanophotonics, Fabrication
Proceedings Article | 10 March 2020 Presentation
Sample-efficient machine-learning method for designing photonic nanostructures (Conference Presentation)
Proceedings Volume 11289, 112890O (2020) https://doi.org/10.1117/12.2554910
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