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20092026
most citedAn introduction to quantum machine learning

1.3k citations · 4k across the 62 of their papers we have counts for

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Showing 2019Show all

7 papers · 1 filter

quant-ph2019★ 30 cited

Negative contributions to entropy production induced by quantum coherences

Camille L. Latune, Ilya Sinayskiy, Francesco Petruccione

The entropy production in dissipative processes is the essence of the arrow of time and the second law of thermodynamics. For dissipation of quantum systems, it was recently shown…

quant-ph2019★ 29 cited

Thermodynamics from indistinguishability: mitigating and amplifying the effects of the bath

Camille L. Latune, Ilya Sinayskiy, Francesco Petruccione

Rich quantum effects emerge when several quantum systems are indistinguishable from the point of view of the bath they interact with. In particular, delocalised excitations corresp…

quant-ph2019★ 25 cited

Experimental investigation of Markovian and non-Markovian channel addition

S. A. Uriri, F. Wudarski, I. Sinayskiy +2

The study of memory effects in quantum channels helps in developing characterization methods for open quantum systems and strategies for quantum error correction. Two main sets of…

quant-ph2019★ 9 cited

Lazy Open Quantum Walks

Garreth Kemp, Ilya Sinayskiy, Francesco Petruccione

Open quantum walks (OQWs) describe a quantum walker on an underlying graph whose dynamics is purely driven by dissipation and decoherence. Mathematically, they are formulated as co…

quant-ph2019★ 28 cited

Heat flow reversals without reversing the arrow of time: the role of internal quantum coherences and correlations

Camille L. Latune, Ilya Sinayskiy, Francesco Petruccione

One of the stunning consequences of quantum correlations in thermodynamics is the reversal of the arrow of time, recently shown experimentally in [K. Micadei, et al., Nat. Commun.…

quant-ph2019★ 40 cited

Energetic and entropic effects of bath-induced coherences

C. L. Latune, I. Sinayskiy, F. Petruccione

The unavoidable interaction of a quantum system with its surrounding (bath) is not always detrimental for quantum properties. For instance, under some specific conditions (that we…

quant-ph2019★ 14 cited

Parallel quantum trajectories via forking for sampling without redundancy

Daniel K. Park, Ilya Sinayskiy, Mark Fingerhuth +2

The computational cost of preparing a quantum state can be substantial depending on the structure of data to be encoded. Many quantum algorithms require repeated sampling to find t…