Publications

Peng, Kai, et al. "Room temperature polaritonic soft-spin XY Hamiltonian in organic–inorganic halide perovskites." Nanophotonics 13.14 (2024): 2651-2658.

A. Johnston and N.G. Berloff, Macroscopic noise amplification by asymmetric dyads in Non-Hermitian Optical Systems for generative diffusion models, Phys. Rev. Letters, 132, 096901 (2024)

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.

Cummins, James S., and Natalia G. Berloff "A Fully Analog Pipeline for Portfolio Optimization", arXiv:2411.xxxxx

Cummins, James S., and Natalia G. Berloff "Complex Vector Gain-Based Annealer for Minimizing XY Hamiltonians" arXiv:2411.02010 

Kamaletdinov, Airat, and Natalia G. Berloff. "Coupling Light with Matter for Identifying Dominant Subnetworks " arXiv preprint arXiv:2405.17296 (2024).

Cummins, James S., and Natalia G. Berloff. "Vector Ising Spin Annealer for Minimizing Ising Hamiltonians " arXiv preprint arXiv:2403.16608 (2024).

Momeni, Ali, et al. "Training of Physical Neural Networks." arXiv preprint arXiv:2406.03372 (2024).

Veraldi, Daniele, et al. "Fully Programmable Spatial Photonic Ising Machine by Focal Plane Division." arXiv preprint arXiv:2410.10689 (2024).

Wang, Richard Zhipeng, et al. "Efficient Computation Using Spatial-Photonic Ising Machines: Utilizing Low-Rank and Circulant Matrix Constraints ." arXiv:2406.01400 (2024).

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

Kirill Kalinin et al, Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables, https://arxiv.org/abs/2304.12594