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Knowledge Discovery In Nanophotonics Using Geometric Deep Learning

Knowledge Discovery In Nanophotonics Using Geometric Deep Learning

16 September 2019
Yashar Kiarashinejad
M. Zandehshahvar
Sajjad Abdollahramezani
Omid Hemmatyar
Reza Pourabolghasem
A. Adibi
ArXiv (abs)PDFHTML

Papers citing "Knowledge Discovery In Nanophotonics Using Geometric Deep Learning"

5 / 5 papers shown
Title
Geometry-Complete Perceptron Networks for 3D Molecular Graphs
Geometry-Complete Perceptron Networks for 3D Molecular Graphs
Alex Morehead
Jianlin Cheng
GNN3DVAI4CE
77
12
0
04 Nov 2022
Machine learning for knowledge acquisition and accelerated
  inverse-design for non-Hermitian systems
Machine learning for knowledge acquisition and accelerated inverse-design for non-Hermitian systems
W. Ahmed
M. Farhat
K. Staliūnas
Xiangliang Zhang
Ying Wu
50
8
0
28 Apr 2022
Deep neural networks for the evaluation and design of photonic devices
Deep neural networks for the evaluation and design of photonic devices
Jiaqi Jiang
Ming-Keh Chen
Jonathan A. Fan
99
411
0
30 Jun 2020
A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural
  Networks
A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks
S. An
B. Zheng
M. Shalaginov
H. Tang
Hang Li
...
K. Richardson
T. Gu
Juejun Hu
Clayton Fowler
Hualiang Zhang
53
12
0
01 Jan 2020
Multifunctional Metasurface Design with a Generative Adversarial Network
Multifunctional Metasurface Design with a Generative Adversarial Network
S. An
B. Zheng
H. Tang
M. Shalaginov
Li Zhou
Hang Li
T. Gu
Juejun Hu
Clayton Fowler
Hualiang Zhang
73
145
0
13 Aug 2019
1