Machine Learning for Exotic Metasurfaces
Publication
, Conference
Deng, Y; Ren, S; Fan, K; Malof, JM; Padilla, WJ
Published in: International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
November 8, 2020
We introduce one deep neural network and an inverse method called neural adjoint method to solve high-dimensional metasurface inverse design problem. We find that, even when the solution is outside the geometry space, the neural adjoint method is still able to find a metasurface design with low error.
Duke Scholars
Published In
International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
DOI
EISSN
2162-2035
ISSN
2162-2027
Publication Date
November 8, 2020
Volume
2020-November
Start / End Page
25
Citation
APA
Chicago
ICMJE
MLA
NLM
Deng, Y., Ren, S., Fan, K., Malof, J. M., & Padilla, W. J. (2020). Machine Learning for Exotic Metasurfaces. In International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz (Vol. 2020-November, p. 25). https://doi.org/10.1109/IRMMW-THz46771.2020.9370973
Deng, Y., S. Ren, K. Fan, J. M. Malof, and W. J. Padilla. “Machine Learning for Exotic Metasurfaces.” In International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz, 2020-November:25, 2020. https://doi.org/10.1109/IRMMW-THz46771.2020.9370973.
Deng Y, Ren S, Fan K, Malof JM, Padilla WJ. Machine Learning for Exotic Metasurfaces. In: International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz. 2020. p. 25.
Deng, Y., et al. “Machine Learning for Exotic Metasurfaces.” International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz, vol. 2020-November, 2020, p. 25. Scopus, doi:10.1109/IRMMW-THz46771.2020.9370973.
Deng Y, Ren S, Fan K, Malof JM, Padilla WJ. Machine Learning for Exotic Metasurfaces. International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz. 2020. p. 25.
Published In
International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
DOI
EISSN
2162-2035
ISSN
2162-2027
Publication Date
November 8, 2020
Volume
2020-November
Start / End Page
25