2025
- Y. Ma, M. Hanks, E. Gneusheva, and M. S. Kim,
"Reshaping quantum device noise via repetition code circuits,"
Phys. Rev. Research, vol. 7, no. 3, p. 033262, Sept. 2025
doi: 10.1103/16gx-m7kg
- L. Gonon, A. Jacquier,
"Universal Approximation Theorem and error bounds for quantum neural networks and quantum reservoirs,"
IEEE Transactions on Neural Networks and Learning Systems. Volume: 36, Issue 6, June 2025
doi: 10.1109/TNNLS.2025.3552223
- A. Jacquier and O. Kondratyev,
"Quantum Machine Learning and Optimisation in Finance [Book - Second Edition]"
link:
https://www.packtpub.com/en-ic/product/quantum-machine-learning-and-optimisation-in-finance-9781836209614
- Š. Šmíd, R. Meister, M. Berta, M., R. Bondesan,
"Polynomial Time Quantum Gibbs Sampling for Fermi-Hubbard Model at any Temperature,"
Presented both at QCTiP 2025 and TQC 2025.
link: https://arxiv.org/abs/2501.01412
- Chen-Yu Liu, Kuan-Cheng (Louis) Chen, Yi-Chien Chen, Samuel Yen-Chi Chen, Wei-Hao Huang, Wei-Jia Huang and Yen-Jui Chang,
"Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting,"
IEEE International Conference on Quantum Conference and Engineering (QCE25)
link: https://www.arxiv.org/abs/2505.09395
- Kuan-Cheng (Louis) Chen, Chen-Yu Liu, Felix Burt, Shang Yu and Kin Leung,
"Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing,"
IEEE International Conference on Quantum Conference and Engineering (QCE25)
link: https://arxiv.org/html/2505.08474v1
- Felix Burt, Kuan-Cheng (Louis) Chen, Kin K. Leung,
"Entanglement-Efficient Distribution of Quantum Circuits over Large-Scale Quantum Networks,"
IEEE International Conference on Quantum Conference and Engineering (QCE25)
link: https://arxiv.org/abs/2507.16036
- K.-C. Chen, T.-Y. Li, Y.-Y. Wang, S. See, C.-C. Wang, R. Wille, N.-Y. Chen, A.-C. Yang and C.-Y. Lin
"Validating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks,"
Machine Learning: Science and Technology, IOP Publishing Ltd - Accepted Manuscript online 11 February 2025
doi: 10.1088/2632-2153/adb4ba
- K.-C. Chen, F. Burt, S. Yu, C.-Y. Liu, M.-H. Hsieh, K.K. Leung,
"Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems",
accepted at 2025 IEEE International Symposium on Circuits and Systems (ISCAS).
- K.-C. Chen, S.Y.-C. Chen, C.-Y. Liu, K.K. Leung, "Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning,
accepted at 2025 IEEE Symposium Series on Computational Intelligence (SSCI).
- K.-C. Chen, X. Xu, F. Burt, C.-Y. Liu, S. Yu, K.K. Leung, "Noise-Aware Detectable Byzantine Agreement for Consensus-based Distributed Quantum Computing”,
accepted at 2025 International Conference on Quantum Communications, Networking, and Computing.
- V. Virag and A. Beghelli, "Quantum annealing for resource allocation in optical networking," Telecommunications,
Optics and Photonics (TOP) 2025 conference poster.
- Rita Ahmadi, Vojtech Havlicek, Sydney Timmerman, "A Representation-Theoretic Dictionary for Quantum Error Correction,"
7th International Conference on Quantum Error Correction - conference poster.
2024
- A. Jacquier, O. Kondratyev, G. Lee, M. Oumgari,
"Quantum Computing for Financial Mathematics,"
SIAM News, Vol 57, Issue 3, April 2024
link:
https://www.siam.org/publications/siam-news/articles/quantum-computing-for-financial-mathematics/
- S. E. Thomas, L. Wagner, R. Joos, R. Sittig, C. Nawrath, P. Burdekin, T. Huber-Loyola, S. Sagona-Stophel,
S. Höfling, M. Jetter, P. Michler, I. A. Walmsley, S. L. Portalupi, P. M. Ledingham,
"Deterministic Storage and Retrieval of Telecom Quantum Dot Photons Interfaced with an Atomic Quantum Memory,"
Science Advances, Vol 10, Issue 15, April 2024
doi: 10.1126/sciadv.adi7346
- Sarah E. Thomas et al., "Deterministic storage and retrieval of telecom light from a quantum dot single-photon
source interfaced with an atomic quantum memory," Sci. Adv.10,eadi7346(2024)
doi: 10.1126/sciadv.adi7346
- S. Wang, S. McArdle, M. Berta, "Qubit-Efficient Randomized Quantum Algorithms for Linear Algebra,"
in PRX Quantum, vol.5, issue 2, p. 020324, April 2024
doi: 10.1103/PRXQuantum.5.020324
- F. Burt, K.-C. Chen and K. K. Leung, "Generalised Circuit Partitioning for Distributed Quantum Computing,"
2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Montreal, QC, Canada, 2024, pp. 173-178,
doi: 10.1109/QCE60285.2024.10273
- K.-C. Chen, X. Xu, F. Burt, C.-Y. Liu, S. Yu and K. K. Leung, "
Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-Term Quantum Hardware,"
2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Montreal, QC, Canada, 2024, pp. 144-149,
doi: 10.1109/QCE60285.2024.10268
- Y. Ma and M.S. Kim, "Limitations of probabilistic error cancellation for open dynamics beyond sampling overhead,"
Phys Rev A 109, 012431 (January 2024)
doi: 10.1103/PhysRevA.109.012431
- G. Bressanini, H. Kwon and M. S Kim, "Gaussian boson sampling at finite temperature,"
Phys Rev A 109, 013707 (January 2024)
doi: 10.1103/PhysRevA.109.013707
- H. Tang, Z-Y Shi, Z Fening, T-Y Wang, T-S He, R Shi, H-M Wang, X Tan, X-Y Xu, Y Wang, J. Gao, M.S. Kim and X. Jin, "
Simulating Photosynthetic Energy Transport on a Photonic Network," npj Quantum Information, 10, 29 (March 2024)
doi: 10.1038/s41534-024-00824-x
- M. Hanks, S. Lee and M. S. Kim, "Noise-tailored constructions for spin Wigner function kernels,"
Adv. Phys. Res. 3, 2300124 (April 2024)
doi: 10.1002/apxr.202300124
- W. K. Mok, H. Zhang, T. Haug, X. Luo, G.-Q. Lo, Z. Li, H. Cai, M. S. Kim, M. S. Kim, A. Q. Liu and L. C. Kwek, "Rigorous noise reduction with quantum autoencoders,"
AVS Quantum Sci 6, 023803 (May 2024)
doi: 10.1116/5.0192456
- J. Michniewicz and M. S. Kim, "Leveraging off-the-shelf silicon chips for quantum computing,"
App. Phys. Lett. 124, 260502 (June 2024)
doi: 10.1063/5.0207162
- A. Taylor, G. Bressanini, H. Kwon and M. S. Kim, "Quantum error cancellation in photonic systems – undoing photon losses,"
Phys. Rev. A 110 (Aug 2024)
doi: 10.1103/PhysRevA.110.022622
- J. Dees, A. Jacquier and S. Laizet "Unsupervised random quantum networks for PDEs".
Quantum Inf Process 23, 325 (2024), doi: 10.1007/s11128-024-04537-0
- P. Brearley, S. Laizet "A Quantum Algorithm for Solving the Advection Equation using Hamiltonian Simulation,"
in Physics Review A., vol. 110, issue 1, p.012430, doi: 10.1103/PhysRevA.110.012430
2023
- Y. Ma, M. Hanks and M. S. Kim, "Non–Pauli Errors Can Be Efficiently Sampled in Qudit Surface Codes",
in Phys. Rev. Lett., vol. 131, no. 20, p. 200602, Nov. 2023, doi: 10.1103/PhysRevLett.131.200602
2022
Preprints and Papers Under Review
- S. Das, J. Sun, M. Hanks, B. Koczor, and M. S. Kim,
"Purification and correction of quantum channels by commutation-derived quantum filters"
link: http://arxiv.org/abs/2407.20173
- M. Hanks, S. Lee, N. Lo Piparo, S. Nishio, W. J. Munro, K. Nemoto and M. S. Kim,
"Faulty States can be used in Cat Code Error Correction"
link: https://arxiv.org/abs/2412.15134
- S. Crew, C. Salvi, W. F. Turner, T. Cass, A.Jacquier,
"Quantum Path Signatures"
link: https://arxiv.org/abs/2508.05103
- M. Jo, M. Hanks, M. S. Kim, "Divide-and-conquer embedding for QUBO quantum annealing".
link: https://arxiv.org/abs/2211.02184
- P. Over, S. Bengoechea, P. Brearley, S. Laizet and T. Rung "Quantum Algorithm for the Advection-Diffusion Equation with
Optimal Success Probability".
link: https://arxiv.org/abs/2410.07909
- S. Cifuentes, S. Wang, T. L. Silva, M. Berta, L. Aolita, "Quantum computational complexity of matrix functions," Under review.
link: https://arxiv.org/abs/2410.13937
- S. Danz, M. Berta, S. Schröder, P. Kienast, F. K. Wilhelm, A.Ciani, "Calculating response functions of coupled oscillators using quantum phase estimation," Under review.
link: https://arxiv.org/abs/2405.08694
- Fatimah Rita Ahmadi "Typing Tensor Calculus in 2-Categories (I)".
link: https://arxiv.org/abs/1908.01212
- Fatimah Rita Ahmadi "The 2-Category of Topological Quantum Computation".
link: https://arxiv.org/abs/2505.22171