232 citations · 441 across the 14 of their papers we have counts for
4 papers · 1 filter
Optimizing Startshot lightsail design: a generative network-based approach
Zhaxylyk A. Kudyshev, Alexander V. Kildishev, Vladimir M. Shalaev +1
The Starshot lightsail project aims to build an ultralight spacecraft ("nanocraft") that can reach Proxima Centauri b in approximately 20 years, requiring propulsion with a relativ…
Efficient Topology Optimized Couplers for On-Chip Single-photon Sources
Omer Yesilyurt, Zhaxylyk A. Kudyshev, Alexandra Boltasseva +2
Room temperature single-photon sources (SPSs) are critical for the emerging practical quantum applications such as on-chip photonic circuity for quantum communications systems and…
Machine learning assisted quantum super-resolution microscopy
Zhaxylyk A. Kudyshev, Demid Sychev, Zachariah Martin +5
One of the main characteristics of optical imaging systems is the spatial resolution, which is restricted by the diffraction limit to approximately half the wavelength of the incid…
Machine Learning Framework for Quantum Sampling of Highly-Constrained, Continuous Optimization Problems
Blake A. Wilson, Zhaxylyk A. Kudyshev, Alexander V. Kildishev +3
In recent years, there is a growing interest in using quantum computers for solving combinatorial optimization problems. In this work, we developed a generic, machine learning-base…