We introduce a quantum Monte Carlo inspired reweighting scheme to accurately compute energies from optimally short quantum circuits. This effectively hybrid quantum-classical approach features both entanglement provided by a short quantum circuit, and the presence of an effective nonunitary operator at the same time. The functional form of this projector is borrowed from classical computation and is able to filter out high-energy components generated by a suboptimal variational quantum heuristic Ansatz. The accuracy of this approach is demonstrated numerically in finding energies of entangled ground states of many-body lattice models. We demonstrate a practical implementation on IBM quantum hardware up to an 8-qubit circuit.

Nonunitary Operations for Ground-State Calculations in Near-Term Quantum Computers / Mazzola, G., Ollitrault, P.J., Barkoutsos, P.K., Tavernelli, I.. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - 123:13(2019), pp. 1-6. [10.1103/PhysRevLett.123.130501]

Nonunitary Operations for Ground-State Calculations in Near-Term Quantum Computers

Mazzola G.;
2019-01-01

Abstract

We introduce a quantum Monte Carlo inspired reweighting scheme to accurately compute energies from optimally short quantum circuits. This effectively hybrid quantum-classical approach features both entanglement provided by a short quantum circuit, and the presence of an effective nonunitary operator at the same time. The functional form of this projector is borrowed from classical computation and is able to filter out high-energy components generated by a suboptimal variational quantum heuristic Ansatz. The accuracy of this approach is demonstrated numerically in finding energies of entangled ground states of many-body lattice models. We demonstrate a practical implementation on IBM quantum hardware up to an 8-qubit circuit.
2019
123
13
1
6
130501
Mazzola, G.; Ollitrault, P. J.; Barkoutsos, P. K.; Tavernelli, I.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11767/151500
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