375 citations · 2.3k across the 77 of their papers we have counts for
4 papers · 1 filter
Physics-Enhanced Bifurcation Optimisers: All You Need Is a Canonical Complex Network
Marvin Syed, Natalia G. Berloff
Many physical systems with the dynamical evolution that at its steady state gives a solution to optimization problems were proposed and realized as promising alternatives to conven…
Macroscopic noise amplification by asymmetric dyads in non-Hermitian optical systems for generative diffusion models
Alexander Johnston, Natalia G. Berloff
A new generation of sensors, hardware random number generators, and quantum and classical signal detectors are exploiting strong responses to external perturbations of system noise…
An Ising machine based on networks of subharmonic electrical resonators
L. Q. English, A. V. Zampetaki, K. P. Kalinin +2
We explore a case example of networks of classical electronic oscillators evolving towards the solution of complex optimization problems. We show that when driven into subharmonic…
Complex matter field universal models with optimal scaling for solving combinatorial optimization problems
Natalia G. Berloff
We develop a universal model based on the classical complex matter fields that allow the optimal mapping of many real-life NP-hard combinatorial optimisation problems into the prob…