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20052020
most citedHierarchical quantum classifiers

317 citations · 706 across the 16 of their papers we have counts for

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7 papers · 1 filter

quant-ph2020★ 120 cited

Parallel Quantum Simulation of Large Systems on Small Quantum Computers

Fergus Barratt, James Dborin, Matthias Bal +3

Tensor networks permit computational and entanglement resources to be concentrated in interesting regions of Hilbert space. Implemented on NISQ machines they allow simulation of qu…

quant-ph2018★ 317 cited

Hierarchical quantum classifiers

Edward Grant, Marcello Benedetti, Shuxiang Cao +5

Quantum circuits with hierarchical structure have been used to perform binary classification of classical data encoded in a quantum state. We demonstrate that more expressive circu…

quant-ph2016★ 3 cited

Time Evolution and Deterministic Optimisation of Correlator Product States

Vid Stojevic, Philip Crowley, Tanja Đurić +2

We study a restricted class of correlator product states (CPS) for a spin-half chain in which each spin is contained in just two overlapping plaquettes. This class is also a restri…

quant-ph2015★ 19 cited

Quantum Gross-Pitaevskii Equation

Jutho Haegeman, Damian Draxler, Vid Stojevic +3

We introduce a non-commutative generalization of the Gross-Pitaevskii equation for one-dimensional quantum gasses and quantum liquids. This generalization is obtained by applying t…

quant-ph2014★ 78 cited

Transfer Matrices and Excitations with Matrix Product States

V. Zauner, D. Draxler, L. Vanderstraeten +6

We investigate the relation between static correlation functions in the ground state of local quantum many-body Hamiltonians and the dispersion relations of the corresponding low e…

quant-ph2014★ 72 cited

Conformal Data from Finite Entanglement Scaling

Vid Stojevic, Jutho Haegeman, I. P. McCulloch +2

In this paper we apply the formalism of translation invariant (continuous) matrix product states in the thermodynamic limit to dimensional critical models. Finite bond dime…