57 citations · 184 across the 17 of their papers we have counts for
3 papers · 2 filters
Born Machines for Periodic and Open XY Quantum Spin Chains
Abigail McClain Gomez, Susanne F. Yelin, Khadijeh Najafi
Quantum phase transitions are ubiquitous in quantum many body systems. The quantum fluctuations that occur at very low temperatures are known to be responsible for driving the syst…
Quantum reservoir computing using arrays of Rydberg atoms
Rodrigo Araiza Bravo, Khadijeh Najafi, Xun Gao +1
Quantum computing promises to provide machine learning with computational advantages. However, noisy intermediate-scale quantum (NISQ) devices pose engineering challenges to realiz…
Noise-Resilient Phase Transitions and Limit-Cycles in Coupled Kerr Oscillators
H. Alaeian, M. Soriente, K. Najafi +1
Driven-dissipative quantum many-body systems have been the subject of many studies in recent years. They possess unique, novel classes of dissipation-stabilized quantum many-body p…