3.2k citations · 4.3k across the 22 of their papers we have counts for
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Heuristic Recurrent Algorithms for Photonic Ising Machines
Charles Roques-Carmes, Yichen Shen, Cristian Zanoci +10
The inability of conventional electronic architectures to efficiently solve large combinatorial problems motivates the development of novel computational hardware. There has been m…
Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks
Yurui Qu, Li Jing, Yichen Shen +2
Deep learning is known to be data-hungry, which hinders its application in many areas of science when datasets are small. Here, we propose to use transfer learning methods to migra…
On-Chip Optical Convolutional Neural Networks
Hengameh Bagherian, Scott Skirlo, Yichen Shen +3
Convolutional Neural Networks (CNNs) are a class of Artificial Neural Networks(ANNs) that employ the method of convolving input images with filter-kernels for object recognition an…
Controlling Cherenkov angles with resonance transition radiation
Xiao Lin, Sajan Easo, Yichen Shen +5
Cherenkov radiation provides a valuable way to identify high energy particles in a wide momentum range, through the relation between the particle velocity and the Cherenkov angle.…
Multifrequency superscattering from subwavelength hyperbolic structures
Chao Qian, Xiao Lin, Yi Yang +8
Superscattering, i.e., a phenomenon of the scattering cross section from a subwavelength object exceeding the single-channel limit, has important prospects in enhanced sensing/spec…
Semi-Transparent Solar Cell enabled by Frequency Selective Light Trapping
Duncan C. Wheeler, Yichen Shen, Yi Yang +5
We propose a frequency selective light trapping scheme that enables the creation of more visually-transparent and yet simultaneously more efficient semitransparent solar cells. A n…