Dr. Kwangmin Yu Profile

Dr. Kwangmin Yu

at Brookhaven National Lab

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Author

Publications (9)

Proceedings Article | 13 March 2024 Paper

Practical quantum approximate optimization algorithms on IBM quantum processors

Paulo Castillo, Greg Medwig, Sua Choi, Kwangmin Yu

Proceedings Volume 12911, 129111G (2024) https://doi.org/10.1117/12.3002940

KEYWORDS: Quantum computers, Quantum computing, Quantum communications, Quantum approximate optimization, Quantum modeling, Mathematical optimization, Quantum numbers, Quantum devices, Quantum processors, Quantum experiments

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Proceedings Article | 13 March 2024 Presentation + Paper

Quantum multi-programming for maximum likelihood amplitude estimation

Pooja Rao, Kwangmin Yu, Sua Choi

Proceedings Volume 12911, 129110E (2024) https://doi.org/10.1117/12.3002854

KEYWORDS: Quantum measurement, Quantum communications, Quantum numbers, Quantum circuit implementation, Quantum computing, Quantum amplitude, Quantum circuits, Quantum computers, Quantum devices, Numerical integration

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Proceedings Article | 8 March 2023 Presentation + Paper

Quantum optimization algorithm for solving elliptic boundary value problems on D-Wave quantum annealing device

Paulo Castillo, Deokkyu Choi, Gregory Medwig, Eric Mroczko, David Wan, Kwangmin Yu, Rebecca Conley

Proceedings Volume 12446, 124460A (2023) https://doi.org/10.1117/12.2649076

KEYWORDS: Simulations, Quantum communications, Boundary conditions, Quantum annealing, Quantum systems, Quantum modeling, Binary data, Mathematical optimization, Systems modeling, Quantum computing

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Proceedings Article | 1 August 2021 Presentation + Paper

Quantum convolutional neural networks on NISQ processors

Kwangmin Yu, Pooja Rao, Paulo Castillo, Byung Chun Kim, Kyungtaek Jun, Hyunju Lee, Matthias Max Woo

Proceedings Volume 11835, 1183509 (2021) https://doi.org/10.1117/12.2594982

KEYWORDS: Quantum computing, Image processing, Neural networks, Convolutional neural networks, Quantum circuits, Machine learning, Computer simulations, Quantum wells, Evolutionary algorithms, Computing systems

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Proceedings Article | 20 April 2021 Presentation

Radiation emitter generated by interacting Langmuir waves

Min Sup Hur, Manoj Kumar, Paulo Castillo, Kwangmin Yu, Hyungseon Song, Teyoun Kang, Sam Yoffe, Bernhard Ersfeld, Dino Jaroszynski

Proceedings Volume 11778, 117780D (2021) https://doi.org/10.1117/12.2592507

KEYWORDS: Plasma, Photonic integrated circuits, Oscillators, Solids, Scattering, Optical simulations, Laser scattering, Electromagnetic scattering, Electromagnetic radiation, Antennas

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Proceedings Article | 12 April 2021 Presentation + Paper

Solving linear systems by quadratic unconstrained binary optimization on D-Wave quantum annealing device

Kwangmin Yu, Hyunkyung Lim, Kyungtaek Jun, Yecheng Huang, Rebecca Conley

Proceedings Volume 11726, 117260C (2021) https://doi.org/10.1117/12.2591588

KEYWORDS: Annealing, Quantum computing, Binary data, Systems modeling, Computing systems, Quantum communications, Optimization (mathematics), Tolerancing, Quantum mechanics, Instrument modeling

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Proceedings Article | 20 September 2020 Presentation + Paper

Numerical simulation of terahertz radiation by laser-driven plasma dipole oscillation

P. Castillo, D. Wan, S. Rodriguez, R. Lin, K. Yu, J. Alzamora, B. Gross, M. S. Hur, H. S. Song, S. Kylychbekov

Proceedings Volume 11539, 115390D (2020) https://doi.org/10.1117/12.2576280

KEYWORDS: Plasma, Terahertz radiation, Numerical simulations, Radiation effects, Optical simulations, Laser-matter interactions, Laser applications, Ionization, Electrons, Absorption

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Proceedings Article | 22 August 2020 Poster + Paper

Quantum amplitude estimation algorithms on IBM quantum devices

Hyunkyung Lim, Pooja Rao, Dasol Jin, Deokkyu Choi, Kwangmin Yu

Proceedings Volume 11507, 115070O (2020) https://doi.org/10.1117/12.2568748

KEYWORDS: Computer simulations, Quantum computing, Quantum communications, Quantum circuits, Error analysis, Tolerancing, Monte Carlo methods, Quantum efficiency, Statistical analysis

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Proceedings Article | 24 April 2020 Presentation + Paper

Practical numerical integration on NISQ devices

Kwangmin Yu, Hyunkyung Lim, Pooja Rao

Proceedings Volume 11391, 1139106 (2020) https://doi.org/10.1117/12.2558207

KEYWORDS: Quantum computing, Quantum circuits, Quantum efficiency, Monte Carlo methods, Quantum information, Numerical integration, Algorithm development, Detection and tracking algorithms, Error analysis

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Showing 5 of 9 publications

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