activity
20182026
most citedVariational Quantum Algorithms

3.3k citations · 6.9k across the 56 of their papers we have counts for

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Showing 2019Show all

7 papers · 1 filter

quant-ph2019★ 54 cited

Experimental quantum kernel machine learning with nuclear spins in a solid

Takeru Kusumoto, Kosuke Mitarai, Keisuke Fujii +2

We employ so-called quantum kernel estimation to exploit complex quantum dynamics of solid-state nuclear magnetic resonance for machine learning. We propose to map an input to a fe…

cond-mat.str-el2019★ 122 cited

Orbital optimized unitary coupled cluster theory for quantum computer

Wataru Mizukami, Kosuke Mitarai, Yuya O. Nakagawa +3

We propose an orbital optimized method for unitary coupled cluster theory (OO-UCC) within the variational quantum eigensolver (VQE) framework for quantum computers. OO-UCC variatio…

quant-ph2019★ 92 cited

Constructing a virtual two-qubit gate by sampling single-qubit operations

Kosuke Mitarai, Keisuke Fujii

We show a certain kind of non-local operations can be simulated by sampling a set of local operations with a quasi-probability distribution when the task of a quantum circuit is to…

quant-ph2019★ 47 cited

Variational Quantum Algorithm for Non-equilibrium Steady States

Nobuyuki Yoshioka, Yuya O. Nakagawa, Kosuke Mitarai +1

We propose a quantum-classical hybrid algorithm to simulate the non-equilibrium steady state of an open quantum many-body system, named the dissipative-system Variational Quantum E…

quant-ph2019★ 65 cited

Theory of analytical energy derivatives for the variational quantum eigensolver

Kosuke Mitarai, Yuya O. Nakagawa, Wataru Mizukami

The variational quantum eigensolver (VQE) and its variants, which is a method for finding eigenstates and eigenenergies of a given Hamiltonian, are appealing applications of near-t…

quant-ph2019★ 56 cited

Subspace Variational Quantum Simulator

Kentaro Heya, Ken M Nakanishi, Kosuke Mitarai +8

Quantum simulation is one of the key applications of quantum computing, which accelerates research and development in the fields such as chemistry and material science. The recent…

quant-ph2019★ 136 cited

Methodology for replacing indirect measurements with direct measurements

Kosuke Mitarai, Keisuke Fujii

In quantum computing, the indirect measurement of unitary operators such as the Hadamard test plays a significant role in many algorithms. However, in certain cases, the indirect m…