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20072025
most citedQuantum optimization using variational algorithms on near-term quantum devices

659 citations · 4.5k across the 86 of their papers we have counts for

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Showing 2022 · quant-phShow all

13 papers · 2 filters

quant-ph2022★ 67 cited

Universal qudit gate synthesis for transmons

Laurin E. Fischer, Alessandro Chiesa, Francesco Tacchino +3

Gate-based quantum computers typically encode and process information in two-dimensional units called qubits. Using -dimensional qudits instead may offer intrinsic advantages, i…

quant-ph2022★ 2 cited

On Hitting Times for General Quantum Markov Processes

Lorenzo Laneve, Francesco Tacchino, Ivano Tavernelli

Random walks (or Markov chains) are models extensively used in theoretical computer science. Several tools, including analysis of quantities such as hitting and mixing times, are h…

quant-ph2022★ 6 cited

Shor-Laflamme distributions of graph states and noise robustness of entanglement

Daniel Miller, Daniel Loss, Ivano Tavernelli +3

The Shor-Laflamme distribution (SLD) of a quantum state is a collection of local unitary invariants that quantify -body correlations. We show that the SLD of graph states can be…

quant-ph2022★ 2 cited

Phenomenological Theory of Variational Quantum Ground-State Preparation

Nikita Astrakhantsev, Guglielmo Mazzola, Ivano Tavernelli +1

The variational approach is a cornerstone of computational physics, considering both conventional and quantum computing computational platforms. The variational quantum eigensolver…

quant-ph2022★ 71 cited

Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage

Stefano Mensa, Emre Sahin, Francesco Tacchino +2

Machine Learning (ML) for Ligand Based Virtual Screening (LB-VS) is an important in-silico tool for discovering new drugs in a faster and cost-effective manner, especially for emer…

quant-ph2022★ 33 cited

Effective calculation of the Green's function in the time domain on near-term quantum processors

Francesco Libbi, Jacopo Rizzo, Francesco Tacchino +2

We propose an improved quantum algorithm to calculate the Green's function through real-time propagation, and use it to compute the retarded Green's function for the 2-, 3- and 4-s…