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Kyunghyun Baek

Yonsei University · 情報科学

研究室紹介

Professor Kyunghyun Baek's research lab specializes in foundational quantum mechanics and quantum information science, with a strong focus on quantum uncertainty, measurement theory, and the operational characterization of quantum resources. The lab investigates entropic uncertainty relations, coherence in quantum measurements, and the role of measurement unsharpness in quantum information processing. By developing resource-theoretic frameworks and novel uncertainty bounds, the lab aims to quantify and understand the fundamental limits of quantum measurements and their operational advantages over classical counterparts. The work bridges foundational quantum theory with practical applications in quantum technologies and information processing.

quantum uncertaintyquantum measurementsentropic uncertaintymeasurement coherencequantum resource theory

Research Overview

Papers
39
Total Citations
173
Papers (5y)
24
Primary Field
情報科学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
24total
2022
2023
2024
2025
2026
Citations per year (5y)
20total
20222023202420252026

Selected Papers

15
1
Article|30 citations·2014
Optimized entropic uncertainty for successive projective measurements
Kyunghyun Baek, Tristan Farrow, Wonmin Son
SJR Q1Physical Review AOA

We focus here on the uncertainty of an observable $Y$ caused by a precise measurement of $X$. We illustrate the effect by analyzing the general scenario of two successive measurements of spin components $X$ and $Y$. We derive an optimized entropic uncertainty limit that quantifies the necessary amount of uncertainty observed in a subsequent measurement of $Y$. We compare this bound to recently derived error-disturbance relations and discuss how the bound quantifies the information of successive

Atomic and Molecular Physics, and OpticsPhysics and Astronomy
2
Article|25 citations·2020
Quantifying coherence of quantum measurements
Kyunghyun Baek, Adel Sohbi, Jaehak Lee, Jaewan Kim, Hyunchul Nha
SJR Q1New Journal of PhysicsOA

Abstract In this work we investigate how to quantify the coherence of quantum measurements. First, we establish a resource theoretical framework to address the coherence of measurement and show that any statistical distance can be adopted to define a coherence monotone of measurement. For instance, the relative entropy fulfills all the required properties as a proper monotone. We specifically introduce a coherence monotone of measurement in terms of off-diagonal elements of positive-operator-val

Artificial IntelligenceComputer Science
3
Article|23 citations·2016
Unsharpness of generalized measurement and its effects in entropic uncertainty relations
Kyunghyun Baek, Wonmin Son
SJR Q1Scientific ReportsOA

Under the scenario of generalized measurements, it can be questioned how much of quantum uncertainty can be attributed to measuring device, independent of the uncertainty in the measured system. On the course to answer the question, we suggest a new class of entropic uncertainty relation that differentiates quantum uncertainty from device imperfection due to the unsharpness of measurement. In order to quantify the unsharpness, we suggest and analyze the quantity that characterizes the uncertaint

Atomic and Molecular Physics, and OpticsPhysics and Astronomy
4
Article|16 citations·2021
Quantifying non-Gaussianity of a quantum state by the negative entropy of quadrature distributions
Jiyong Park, Jaehak Lee, Kyunghyun Baek, Hyunchul Nha
SJR Q1Physical review. A/Physical review, AOA

We propose a non-Gaussianity measure of a multimode quantum state based on the negentropy of quadrature distributions. Our measure satisfies desirable properties as a non-Gaussianity measure, i.e., faithfulness, invariance under Gaussian unitary operations, and monotonicity under Gaussian channels. Furthermore, we find a quantitative relation between our measure and the previously proposed non-Gaussianity measures defined via quantum relative entropy and the quantum Hilbert-Schmidt distance. Thi

Artificial IntelligenceComputer Science
5
Article|15 citations·2018
Non-Gaussianity and entropy-bounded uncertainty relations: Application to detection of non-Gaussian entangled states
Kyunghyun Baek, Hyunchul Nha
SJR Q1Physical review. A/Physical review, AOA

We suggest an improved version of the Robertson--Schr\"odinger uncertainty relation for canonically conjugate variables by taking into account a pair of characteristics of states: non-Gaussianity and mixedness quantified by using fidelity and entropy, respectively. This relation is saturated by both Gaussian and Fock states and provides a strictly improved bound for any non-Gaussian states or mixed states. For the case of Gaussian states, it is reduced to the entropy-bounded uncertainty relation

Artificial IntelligenceComputer Science
6
Article|14 citations·2019
Faithful measure of quantum non-Gaussianity via quantum relative entropy
Jiyong Park, Jaehak Lee, Kyunghyun Baek, Se-Wan Ji, Hyunchul Nha
SJR Q1Physical review. A/Physical review, AOA

We introduce a measure of quantum non-Gaussianity (QNG) for those quantum states not accessible by a mixture of Gaussian states in terms of quantum relative entropy. Specifically, we employ a convex-roof extension using all possible mixed-state decompositions beyond the usual pure-state decompositions. We prove that this approach brings a QNG measure fulfilling the properties desired as a proper monotone under Gaussian channels and conditional Gaussian operations. As an illustration, we explicit

Artificial IntelligenceComputer Science
7
Article|13 citations·2023
Variational quantum state discriminator for supervised machine learning
Dongkeun Lee, Kyunghyun Baek, Joonsuk Huh, Daniel K. Park
SJR Q1Quantum Science and TechnologyOA

Abstract Quantum state discrimination (QSD) is a fundamental task in quantum information processing with numerous applications. We present a variational quantum algorithm that performs the minimum-error QSD, called the variational quantum state discriminator (VQSD). The VQSD uses a parameterized quantum circuit that is trained by minimizing a cost function derived from the QSD, and finds the optimal positive-operator valued measure (POVM) for distinguishing target quantum states. The VQSD is cap

Artificial IntelligenceComputer Science
8
Article|12 citations·2019
Necessary and sufficient condition for joint measurability
Jeongwoo Jae, Kyunghyun Baek, Junghee Ryu, Jinhyoung Lee
SJR Q1Physical review. A/Physical review, AOA

To analyze the joint measurability of given measurements, we introduce a Hermitian operator-valued measure, called $W$ measure, such that it has marginals of positive operator-valued measures. We prove that $W$ measure is a positive operator-valued measure (POVM) if and only if its marginal POVMs are jointly measurable. The proof suggests employing a negative $W$ measure as an indicator of nonjoint measurability. This translates the joint measurability problem to unconstrained convex minimizatio

Mathematical PhysicsMathematics
9
Article|9 citations·2016
Entropic Uncertainty Relations for Successive Generalized Measurements
Kyunghyun Baek, Wonmin Son
SJR Q2MathematicsOA

We derive entropic uncertainty relations for successive generalized measurements by using general descriptions of quantum measurement within two distinctive operational scenarios. In the first scenario, by merging two successive measurements into one we consider successive measurement scheme as a method to perform an overall composite measurement. In the second scenario, on the other hand, we consider it as a method to measure a pair of jointly measurable observables by marginalizing over the di

Statistics, Probability and UncertaintyDecision Sciences
10
Article|5 citations·2004
에폭시 수지를 이용한 인계 난연제의 마이크로캡슐화 및 열적 특성 연구
백경현, 이준영, 홍상현, 김중현
http://www.cheric.org/article/458251

인계 난연제인 트리페닐 포스페이트 (TPP)와 열적, 기계적 성질이 우수하고 네트워크 구조를 형성하는 노블락 형의 에폭시 수지를 이용하여 마이크로캡슐을 제조하였다. 유용성 인계 난연제인 TPP는 고분자 압출 공정 가공 시 고분자 수지에서 기화 및 방출로 인하여 난연제의 손실과 고분자 복합재의 젖음성 문제들을 야기시킨다. 이를 해결하기 위해 TPP를 마이크로캡슐화하였다. 즉, 본 공정은 캡슐의 심물질인 TPP와 벽막 물질인 노블락 형의 에폭시 레진을 혼합된 유화제와 함께 수중유형 (O/W) 상태로 역상유화시키고 제조된 유화액을 인시츄 중합법으로 가교반응을 진행하였다. 혼합된 유화제의 비율과 양 그리고 TPP 함량에 따른 실험을 진행하였으며 마이크로캡슐의 형성 및 열적 특성의 확인을 위해 DSC와 TGA에 의해 분석하였다. 또한 캡슐 입자의 형태학적 고찰을 위해 SEM과 TEM을 이용하여 캡슐의 크기 및 모폴로지 등을 분석하였다. 혼합된 유화제의 비율이 플로닉 F127과 소디움 도데실벤

11
Article|4 citations·2021
Average fidelity and fidelity deviation in noisy quantum teleportation
Wooyeong Song, Junghee Ryu, Kyunghyun Baek, Jeongho Bang
SJR Q3Journal of the Korean Physical SocietyOA
Artificial IntelligenceComputer Science
12
Article|3 citations·2023
T-depth-optimized quantum search with quantum data-access machine
Jung Jun Park, Kyunghyun Baek, M S Kim, Hyunchul Nha, Jaewan Kim, Jeongho Bang
SJR Q1Quantum Science and TechnologyOA

Abstract Quantum search algorithms offer a remarkable advantage of quadratic reduction in query complexity using quantum superposition principle. However, how an actual architecture may access and handle the database in a quantum superposed state has been largely unexplored so far; the quantum state of data was simply assumed to be prepared and accessed by a black-box operation—so-called oracle, even though this process, if not appropriately designed, may adversely diminish the quantum query adv

Artificial IntelligenceComputer Science
13
Article|3 citations·2022
Fundamental limits on concentrating and preserving tensorized quantum resources
Jaehak Lee, Kyunghyun Baek, Jiyong Park, Jaewan Kim, Hyunchul Nha
SJR Q1Physical Review ResearchOA

Quantum technology offers great advantages in many applications by exploiting quantum resources like nonclassicality, coherence, and entanglement. In practice, an environmental noise unavoidably affects a quantum system and it is thus an important issue to protect quantum resources from noise. In this paper, we investigate the manipulation of quantum resources possessing the so-called tensorization property and identify the fundamental limitations on concentrating and preserving those quantum re

Artificial IntelligenceComputer Science
14
Article|1 citations·2025
Robustness measures for quantifying nonlocality
Kyunghyun Baek, Junghee Ryu, Jinhyoung Lee
SJR Q1New Journal of PhysicsOA

Abstract We suggest generalized robustness for quantifying nonlocality and derive its equivalence to the maximum violation ratio of Bell inequalities defined as vectors with non-negative elements. We investigate its properties by comparing it with white-noise and standard robustness measures. As a result, we show that white-noise robustness does not fulfill monotonicity under local operations and shared randomness, whereas the other measures do. To compare the standard and generalized robustness

Control and Systems EngineeringEngineering
15
Preprint|0 citations·2025
Quantum Amplitude-Amplification Eigensolver: A State-Learning-Assisted Approach beyond Energy-Gradient-Based Heuristics
Kyunghyun Baek, Seungjin Lee, Joonsuk Huh, Dongkeun Lee, Jinhyoung Lee, M. S. Kim, Jeongho Bang
ArXiv.orgOA

Ground-state estimation lies at the heart of a broad range of quantum simulations. Most near-term approaches are cast as variational energy minimization and thus inherit the challenges of problem-specific energy landscapes. We develop the quantum amplitude-amplification eigensolver (QAAE), which departs from the variational paradigm and instead coherently drives a trial state toward the ground state via quantum amplitude amplification. Each amplitude-amplification round interleaves a reflection

Artificial IntelligenceComputer Science

Research Areas

Artificial IntelligenceAtomic and Molecular Physics, and OpticsMathematical PhysicsStatistics, Probability and UncertaintyControl and Systems EngineeringCancer Research

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