Ju-Ming Tsai
Ju-Ming Tsai
Geverifieerd e-mailadres voor g.ucla.edu
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Elucidating the behavior of nanophotonic structures through explainable machine learning algorithms
C Yeung, JM Tsai, B King, Y Kawagoe, D Ho, MW Knight, AP Raman
ACS Photonics 7 (8), 2309-2318, 2020
62020
Designing Multiplexed Supercell Metasurfaces with Tandem Neural Networks
C Yeung, JM Tsai, B King, B Pham, J Liang, D Ho, MW Knight, AP Raman
arXiv preprint arXiv:2008.00587, 2020
12020
Elucidating the Design and Behavior of Nanophotonic Structures through Explainable Convolutional Neural Networks
C Yeung, JM Tsai, Y Kawagoe, B King, D Ho, AP Raman
arXiv preprint arXiv:2003.06075, 2020
12020
Multiplexed supercell metasurface design and optimization with tandem residual networks
C Yeung, JM Tsai, B King, B Pham, D Ho, J Liang, MW Knight, AP Raman
Nanophotonics 1 (ahead-of-print), 2021
2021
Elucidating the Physics of Nanophotonic Structures Through Explainable Machine Learning Algorithms
C Yeung, JM Tsai, B King, Y Kawagoe, D Ho, A Raman
Frontiers in Optics, FM2A. 2, 2020
2020
Investigating the Behavior of Nanophotonic Structures using Explainable Convolutional
JM Tsai
2020
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Artikelen 1–6