Publications
Recent Journal Articles
N. Stroev, N.G. Berloff, Analog Photonics Computing for Information Processing, Inference, and Optimization, Adv Quantum Technol. 2023, 6, 2300055, https://doi.org/10.1002/qute.202300055
Marvin Syed and Natalia G Berloff Physics-enhanced bifurcation optimisers: All you need is a canonical complex network. IEEE Journal of Selected Topics in Quantum Electronics. 2023 Jan 9;29(2: Optical Computing):1-6.
LQ English, AV Zampetaki, KP Kalinin, NG Berloff, Panayotis G Kevrekidis, An Ising machine based on networks of subharmonic electrical resonators. Communications Physics. 2022 Dec 23;5(1):333.
Samuel Alperin, Natalia G Berloff, Emergence and Ordering of Polygonal Breathers in Polariton Condensates. Physical Review Letters. 2022 Jun 27;129(1):015301.
Kirill P Kalinin, Natalia G Berloff, Computational complexity continuum within Ising formulation of NP problems. Communications Physics. 2022 Jan 12;5(1):20.
Recent Preprints
James S Cummins, Hayder Salman, Natalia G Berloff, Classical vs Quantum Annealing and Manifold Reduction in Soft-Spin Minimizers of Ising Hamiltonians, https://arxiv.org/abs/2311.17359
- N. Stroev, N.G. Berloff, N. Davidson, Benchmarking the optimisation optical machines with the planted solutions, arXiv:2311.06859
Kirill Kalinin et al, Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables, https://arxiv.org/abs/2304.12594
A. Johnston and N.G. Berloff, Macroscopic noise amplification by asymmetric dyads for generative diffusion models. https://arxiv.org/abs/2206.12200