Deutsch
 
Hilfe Datenschutzhinweis Impressum
  DetailsucheBrowse

Datensatz

DATENSATZ AKTIONENEXPORT

Freigegeben

Forschungspapier

Automated Discovery of Coupled Mode Setups

MPG-Autoren

Landgraf,  Jonas
Marquardt Division, Max Planck Institute for the Science of Light, Max Planck Society;

Peano,  Vittorio
Marquardt Division, Max Planck Institute for the Science of Light, Max Planck Society;

/persons/resource/persons201125

Marquardt,  Florian
Marquardt Division, Max Planck Institute for the Science of Light, Max Planck Society;

Externe Ressourcen
Es sind keine externen Ressourcen hinterlegt
Volltexte (beschränkter Zugriff)
Für Ihren IP-Bereich sind aktuell keine Volltexte freigegeben.
Volltexte (frei zugänglich)

2404.14887.pdf
(beliebiger Volltext), 7MB

Ergänzendes Material (frei zugänglich)

Bildschirmfoto 2024-04-28 um 21.14.58.png
(Ergänzendes Material), 53KB

Zitation

Landgraf, J., Peano, V., & Marquardt, F. (2024). Automated Discovery of Coupled Mode Setups. arXiv, 2404.14887.


Zitierlink: https://hdl.handle.net/21.11116/0000-000F-38B5-6
Zusammenfassung
In optics and photonics, a small number of building blocks, like resonators, waveguides, arbitrary couplings, and parametric interactions, allow the design of a broad variety of devices and func- tionalities, distinguished by their scattering properties. These include transducers, amplifiers, and nonreciprocal devices, like isolators or circulators. Usually, the design of such a system is hand- crafted by an experienced scientist in a time-consuming process where it remains uncertain whether the simplest possibility has indeed been found. In our work, we develop a discovery algorithm that automates this challenge. By optimizing the continuous and discrete system properties our auto- mated search identifies the minimal resources required to realize the requested scattering behavior. In the spirit of artificial scientific discovery, it produces a complete list of interpretable solutions and leads to generalizable insights, as we illustrate in several examples. This now opens the door to rapid design in areas like photonic and microwave architectures or optomechanics.