Georgia Institute of Technology

Sul J. and Wang Y. (2024) Generic and scalable differential equation solver for quantum scientific computing, (under review)

Wang Y., Kim J. E., and Suresh, K. (2023) Opportunities and Challenges of Quantum Computing for Engineering Optimization. Journal of Computing and Information Science in Engineering, 23(6) [PDF download] copyrighted

Kim J. E. and Wang Y. (2023) Quantum Approximate Bayesian Optimization Algorithms with Two Mixers and Uncertainty Quantification, IEEE Transactions on Quantum Engineering, 4: 3102817. [PDF download]

Conference Proceedings:

Sul J., Kim J. E., and Wang Y., "Quantum Functional Expansion to Solve Stochastic Differential Equations," 2024 IEEE International Conference on Quantum Computing and Engineering (QCE24), Sept. 15-20, 2024, Montreal, Canada. [Best Paper Award in QCE24 Quantum Applications] [PDF download] copyrighted

Choi E., Sul J., Kim J. E., Hong S., Gonzalez B. I., Cembellin P., and Wang Y. (2024) "Quantum Machine Learning for Additive Manufacturing Process Monitoring," Manufacturing Letters, 41S, pp. 1415-1422 [PDF download]

Kim J. E. and Wang Y., "Topology Optimization With Quantum Approximate Bayesian Optimization Algorithm," 2023 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC2023), Aug. 20-23, 2023, Boston, Massachussetts, Paper No. IDETC2023-116549 [PDF download] copyrighted

Wang Y., "A Quantum Approximate Bayesian Optimization Algorithm for Continuous Problems," Proceedings of 2021 IISE Annual Conference & Expo, May 22-25, 2021 [PDF download] copyrighted

Wang Y., A quantum walk enhanced Grover search for global optimization. arXiv:1711.07825 [PDF download]

Wang Y., "Accelerating stochastic dynamics simulation with continuous-time quantum walks," 2016 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC/CIE2016), Aug. 21-24, 2016, Charlotte, North Carolina, Paper No. DETC2016-59420 [Best Paper of MSNDC'16 Conference] [PDF download] copyrighted

Wang Y., "Global optimization with quantum walk enhanced Grover search," 2014 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC2014), Aug. 17-20, 2014, Buffalo, New York, Paper No.DETC2014-34634 [PDF download] copyrighted

Wang Y. "Simulating diffusion with quantum walks on graphs." The 7th Computational Stochastic Mechanics Conference, June 15-18, 2014, Santorini, Greece copyrighted

Wang Y. "Simulation of drift-diffusion processes by quantum walks." Proceedings of The 11th International Conference on Structural Safety & Reliability, June 16-20, 2013, New York, NY, pp.1099-1106 copyrighted

Wang Y., "Simulating Stochastic Diffusions by Quantum Walks," 2013 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC2013), Aug. 4-7, 2013, Portland, Oregon, Paper No. DETC2013-12739 [PDF download] copyrighted