Search Results - "Stojevic, Vid"
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Parallel quantum simulation of large systems on small NISQ computers
Published in npj quantum information (25-05-2021)“…Tensor networks permit computational and entanglement resources to be concentrated in interesting regions of Hilbert space. Implemented on NISQ machines they…”
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Hierarchical quantum classifiers
Published in npj quantum information (17-12-2018)“…Quantum circuits with hierarchical structure have been used to perform binary classification of classical data encoded in a quantum state. We demonstrate that…”
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3
Quantum Gross-Pitaevskii Equation
Published in SciPost physics (01-07-2017)“…We introduce a non-commutative generalization of the Gross-Pitaevskii equation for one-dimensional quantum gasses and quantum liquids. This generalization is…”
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4
Parallel Quantum Simulation of Large Systems on Small Quantum Computers
Published 07-06-2021“…npj Quantum Inf 7, 79 (2021) Tensor networks permit computational and entanglement resources to be concentrated in interesting regions of Hilbert space…”
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5
Two-Dimensional Supersymmetric Sigma Models on Almost-Product Manifolds and Non-Geometry
Published 14-10-2010“…Class.Quant.Grav.27:235005,2010 We show that the superconformal symmetries of the (1,1) sigma model decompose into a set of more refined symmetries when the…”
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6
Hierarchical quantum classifiers
Published 27-12-2018“…npj Quantum Information 4, 65 (2018) Quantum circuits with hierarchical structure have been used to perform binary classification of classical data encoded in…”
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7
Particles, holes, and solitons: a matrix product state approach
Published in Physical review letters (12-07-2013)“…We introduce a variational method for calculating dispersion relations of translation invariant (1+1)-dimensional quantum field theories. The method is based…”
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8
Quantum Gross-Pitaevskii Equation
Published 15-05-2017“…SciPost Phys. 3, 006 (2017) We introduce a non-commutative generalization of the Gross-Pitaevskii equation for one-dimensional quantum gasses and quantum…”
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9
Time Evolution and Deterministic Optimisation of Correlator Product States
Published 25-04-2016“…Phys. Rev. B 94, 165135 (2016) We study a restricted class of correlator product states (CPS) for a spin-half chain in which each spin is contained in just two…”
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Topological A-Type Models with Flux
Published 05-05-2008“…JHEP 0805:023,2008 We study deformations of the A-model in the presence of fluxes, by which we mean rank-three tensors with antisymmetrized upper/lower…”
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Conformal Data from Finite Entanglement Scaling
Published 31-01-2014“…In this paper we apply the formalism of translation invariant (continuous) matrix product states in the thermodynamic limit to $(1+1)$ dimensional critical…”
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12
Particles, holes and solitons: a matrix product state approach
Published 16-07-2013“…Phys. Rev. Lett. 111, 020402 (2013) We introduce a variational method for calculating dispersion relations of translation invariant (1+1)-dimensional quantum…”
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13
Conformal data from finite entanglement scaling
Published in Physical review. B, Condensed matter and materials physics (20-01-2015)“…In this paper, we apply the formalism of translation invariant (continuous) matrix product states in the thermodynamic limit to (1 + 1)-dimensional critical…”
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14
Covariantly constant forms on torsionful geometries from world-sheet and spacetime perspectives
Published 14-10-2010“…JHEP 1009:100,2010 The symmetries of two-dimensional supersymmetric sigma models on target spaces with covariantly constant forms associated to special…”
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15
Doubled Formalism, Complexification and Topological Sigma-Models
Published 24-09-2008“…We study a generalization of the Alexandrov-Kontsevich-Schwarz-Zaboronsky (AKSZ) formulation of the A- and B-models which involves a doubling of coordinates,…”
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Sparse hierarchical representation learning on molecular graphs
Published 06-08-2019“…Architectures for sparse hierarchical representation learning have recently been proposed for graph-structured data, but so far assume the absence of edge…”
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Special Holonomy and Two-Dimensional Supersymmetric Sigma-Models
Published 23-11-2006“…Two-dimensional sigma-models describing superstrings propagating on manifolds of special holonomy are characterized by symmetries related to covariantly…”
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18
Compact Neural Networks based on the Multiscale Entanglement Renormalization Ansatz
Published 09-11-2017“…This paper demonstrates a method for tensorizing neural networks based upon an efficient way of approximating scale invariant quantum states, the Multi-scale…”
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19
Conformal data from finite entanglement scaling
Published 20-01-2015“…In this paper, we apply the formalism of translation invariant (continuous) matrix product states in the thermodynamic limit to (1 + 1)-dimensional critical…”
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