Career
- 2002-present DAMTP faculty member, since 2013 Professor of Applied Mathematics
- 2002-present Fellow of Jesus College, Cambridge
- 2013-2016 on leave, Professor, Dean of Faculty, Director of Photonics and Quantum Materials Program, Skoltech
- 1999-2002 PIC Assistant Professor, Department of Mathematics, the University of California in Los Angeles
- 1997-1999 UC President's Research Fellow, Department of Mathematics, the University of California in Los Angeles
Research
Natalia Berloff leads the Quantum Fluids\ Physics-inspired computing group. She is an applied mathematician with a range of research interests which focus on coherence in non-equilibrium quantum systems, superfluidity, quantum fluids, Bose-Einstein condensates, and classical and quantum simulators based on atomic and solid-state condensates.
Selected Publications
http://www.damtp.cam.ac.uk/user/ngb23/publications.html
Publications
Macroscopic noise amplification by asymmetric dyads in non-Hermitian
optical systems for generative diffusion models
(2022)
An Ising machine based on networks of subharmonic electrical resonators
(2022)
Complex matter field universal models with optimal scaling for solving
combinatorial optimization problems
(2022)
Computational complexity continuum within Ising formulation of NP problems
– Communications Physics
(2022)
5,
ARTN 20
(doi: 10.1038/s42005-021-00792-0)
Computational complexity continuum within Ising formulation of NP problems
– Communications Physics
(2022)
5,
20
(doi: 10.1038/s42005-021-00792-0)
Neural network architectures based on the classical XY model
– Physical Review B: Condensed Matter and Materials Physics
(2021)
104,
205435
(doi: 10.1103/physrevb.104.205435)
Geometric frustration in polygons of polariton condensates creating vortices of varying topological charge
– Nature communications
(2021)
12,
2120
(doi: 10.1038/s41467-021-22121-3)
Large-scale Sustainable Search on Unconventional Computing Hardware.
– CoRR
(2021)
abs/2104.02553,
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