Justyna
P.
Zwolak
Rao, A. ., Buterakos, D. ., van Straaten, B. ., John, V. ., Yu, C. ., Oosterhout, S. ., … Zwolak, J. P. (2024). MAViS: Modular Autonomous Virtualization System for Two-Dimensional Semiconductor Quantum Dot Arrays. ArXiv. Retrieved from https://arxiv.org/abs/2411.12516 (Original work published November 2024)
Zwolak, J. P., Taylor, J. M., Andrews, R. ., Benson, J. ., Bryant, G. ., Buterakos, D. ., … Weber, B. . (2024). Data needs and challenges for quantum dot devices automation. Npj Quantum Information, 10. http://doi.org/10.1038/s41534-024-00878-x (Original work published October 2024)
Weber, B. ., Kalantre, S. ., McJunkin, T. ., Taylor, J. ., & Zwolak, J. P. (2022). Theoretical bounds on data requirements for the ray-based classification. SN Comput. Sci., 3. http://doi.org/10.1007/s42979-021-00921-0 (Original work published February 2022)
Zwolak, J. P., Kalantre, S. ., McJunkin, T. ., Weber, B. ., & Taylor, J. . (2020). Ray-based classification framework for high-dimensional data. Proceedings of the Machine Learning and the Physical Sciences Workshop at NeurIPS 2020, Vancouver, Canada. Retrieved from https://arxiv.org/abs/2010.00500 (Original work published October 2020)
Hass, C. ., Genz, F. ., Kustusch, M. ., Ouimet, P.-P. ., Pomian, K. ., Sayre, E. ., & Zwolak, J. P. (2019). Studying Community Development: A Network Analytical Approach. In Physics Education Research Conference 2018. American Association of Physics Teachers. http://doi.org/10.1119/perc.2018.pr.hass (Original work published January 2019)
Dou, R. ., & Zwolak, J. P. (2019). Practitioner s guide to social network analysis: Examining physics anxiety in an active-learning setting. Phys. Rev. Phys. Educ. Res., 15, 020105. http://doi.org/10.1103/PhysRevPhysEducRes.15.020105 (Original work published July 2019)
Guo, S. ., Fritsch, A. R., Greenberg, C. ., Spielman, I. B., & Zwolak, J. P. (2021). Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. Mach. Learn.-Sci. Technol., 2. http://doi.org/10.1088/2632-2153/abed1e (Original work published September 2021)