Dr. Kyungtaek Jun Profile

Dr. Kyungtaek Jun

at LSTME Busan

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Author

Publications (3)

Proceedings Article | 30 May 2022 Presentation + Paper

Effective QUBO modeling for solving linear systems on D-wave quantum annealing device

Hyunju Lee, Seungjoon Noh, Kyungtaek Jun

Proceedings Volume 12093, 120930F (2022) https://doi.org/10.1117/12.2632416

KEYWORDS: Systems modeling, Quantum communications, Quantum computing, Computing systems, Algorithm development, Instrument modeling, Annealing, Optimization (mathematics), Matrices, Astatine

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Proceedings Article | 1 August 2021 Presentation + Paper

Quantum convolutional neural networks on NISQ processors

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

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 | 12 April 2021 Presentation + Paper

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

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

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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