Showing physics.comp-phShow all
2 papers · 1 filter
physics.comp-ph2022
Massively parallel pixel-by-pixel nanophotonic optimization using a Green's function formalism
Jiahui Wang, Alfred K. C. Cheung, Aleksandra Spyra +3
We introduce an efficient parallelization scheme to implement pixel-by-pixel nanophotonic optimization using a Green's function based formalism. The crucial insight in our proposal…
physics.comp-ph2019
Wave Physics as an Analog Recurrent Neural Network
Tyler W. Hughes, Ian A. D. Williamson, Momchil Minkov +1
Analog machine learning hardware platforms promise to be faster and more energy-efficient than their digital counterparts. Wave physics, as found in acoustics and optics, is a natu…