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20202026
most citedVariational quantum state discriminator for supervised machine learning

14 citations · 35 across the 6 of their papers we have counts for

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6 papers

quant-ph2026

Locally Acting Grover Mixers for Constraint-Preserving QAOA

Minjin Choi, Dongkeun Lee, Junghee Ryu

The Grover mixer quantum alternating operator ansatz (GM-QAOA) employs the Grover mixer to confine the quantum evolution to the feasible subspace defined by the problem. Its mixing…

quant-ph2025

A variational quantum eigensolver tailored to multi-band tight-binding simulations of electronic structures

Dongkeun Lee, Hoon Ryu

We propose a cost-efficient measurement scheme of the variational quantum eigensolver (VQE) for atomistic simulations of electronic structures based on a tight-binding (TB) theory.…

quant-ph2023★ 12 cited

Sampling Error Analysis in Quantum Krylov Subspace Diagonalization

Gwonhak Lee, Dongkeun Lee, Joonsuk Huh

Quantum Krylov subspace diagonalization (QKSD) is an emerging method used in place of quantum phase estimation in the early fault-tolerant era, where limited quantum circuit depth…

quant-ph2023★ 14 cited

Variational quantum state discriminator for supervised machine learning

Dongkeun Lee, Kyunghyun Baek, Joonsuk Huh +1

Quantum state discrimination (QSD) is a fundamental task in quantum information processing with numerous applications. We present a variational quantum algorithm that performs the…

quant-ph2021★ 6 cited

Detection of quantum phase transition in spin-1 chain through multipartite high-order correlations

Dongkeun Lee, Adel Sohbi, Wonmin Son

We design a Bell inequality that is violated by correlations obtained from the ground states of XXZ spin-1 chain with on site anisotropies at the region of phase transition. In ord…

quant-ph2020★ 3 cited

Bell-type correlation at quantum phase transitions in spin-1 chain

Dongkeun Lee, Wonmin Son

For the identification of non-trivial quantum phase, we exploit a Bell-type correlation that is applied to the one-dimensional spin-1 XXZ chain. It is found that our generalization…