6 citations · 6 across the 3 of their papers we have counts for
3 papers
physics.optics2022
Convolutional Neural Networks for Mode On-Demand High Finesse Optical Resonator Design
Denis V. Karpov, Sergei Kurdiumov, Peter Horak
We demonstrate the use of machine learning through convolutional neural networks to solve inverse design problems of optical resonator engineering. The neural network finds a harmo…
physics.optics2022★ 6 cited
Evolutionary algorithm to design high-cooperativity optical cavities
D. V. Karpov, P. Horak
Using an evolutionary algorithm combined with a gradient descent method we design optical cavities with significantly enhanced strong coupling rates between cavity photons and a si…
physics.optics2021
Cavities with Non-Spherical Mirrors for Enhanced Quantum Emitter-Cavity Photon Interaction
Denis V. Karpov, Peter Horak
We propose a procedure for the significant enhancement of the strong coupling rate between photons in an optical cavity and a single quantum emitter, such as an atom, quantum dot o…