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ORCIDNatalia G. Berloff
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2020 – today
- 2024
[i13]Airat Kamaletdinov, Natalia G. Berloff:
Coupling Light with Matter for Identifying Dominant Subnetworks. CoRR abs/2405.17296 (2024)- [i12]Richard Zhipeng Wang
, James S. Cummins, Marvin Syed, Nikita Stroev, George Pastras, Jason Sakellariou, Symeon Tsintzos, Alexis Askitopoulos, Daniele Veraldi, Marcello Calvanese Strinati, Silvia Gentilini, Davide Pierangeli, Claudio Conti, Natalia G. Berloff:
Efficient Computation Using Spatial-Photonic Ising Machines: Utilizing Low-Rank and Circulant Matrix Constraints. CoRR abs/2406.01400 (2024) - [i11]Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury:
Training of Physical Neural Networks. CoRR abs/2406.03372 (2024) - 2023
- [i10]Nikita Stroev, Natalia G. Berloff:
Renaissance of Analogue Optical Computing. CoRR abs/2301.11760 (2023) - [i9]Kirill P. Kalinin, George Mourgias-Alexandris, Hitesh Ballani, Natalia G. Berloff, James H. Clegg, Daniel Cletheroe, Christos Gkantsidis, István Haller, Vassily Lyutsarev, Francesca Parmigiani, Lucinda Pickup, Antony I. T. Rowstron:
Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables. CoRR abs/2304.12594 (2023) - 2022
- [i8]Natalia G. Berloff:
Complex matter field universal models with optimal scaling for solving combinatorial optimization problems. CoRR abs/2201.10595 (2022) - 2021
- [i7]Nikita Stroev, Natalia G. Berloff:
XY Neural Networks. CoRR abs/2103.17244 (2021) - [i6]Kirill P. Kalinin, Natalia G. Berloff:
Large-scale Sustainable Search on Unconventional Computing Hardware. CoRR abs/2104.02553 (2021) - 2020
- [i5]Kirill P. Kalinin, Alberto Amo, Jacqueline Bloch, Natalia G. Berloff:
Polaritonic XY-Ising Machine. CoRR abs/2003.09414 (2020) - [i4]Kirill P. Kalinin, Natalia G. Berloff:
Complexity continuum within Ising formulation of NP problems. CoRR abs/2008.00466 (2020)
2010 – 2019
- 2019
- [i3]Nikita Stroev, Natalia G. Berloff:
Discrete Polynomial Optimization with Coherent Networks of Condensates and Complex Coupling Switching. CoRR abs/1910.00842 (2019) - [i2]Kirill P. Kalinin, Natalia G. Berloff:
Nonlinear systems for unconventional computing. CoRR abs/1912.11819 (2019) - 2018
- [i1]Kirill P. Kalinin, Natalia G. Berloff:
Global optimization of spin Hamiltonians with gain-dissipative systems. CoRR abs/1807.00699 (2018)
Coauthor Index
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