Justyna P. Zwolak

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Machine Learning

Constructivist Learning

Students Completed

Top Venues

Mach. Learn. Sci. Technol.

SN Comput. Sci.

Publications

Anton Zubchenko, Danielle Middlebrooks, Torbjørn Rasmussen, Lara Lausen, Ferdinand Kuemmeth, Anasua Chatterjee, Justyna P. Zwolak
Autonomous Bootstrapping of Quantum Dot Devices. CoRR (2024)
Daniel Schug, Tyler J. Kovach, M. A. Wolfe, Jared Benson, Sanghyeok Park, J. P. Dodson, J. Corrigan, M. A. Eriksson, Justyna P. Zwolak
Explainable Classification Techniques for Quantum Dot Device Measurements. CoRR (2024)
Joshua Ziegler, Florian Luthi, Mick Ramsey, Felix Borjans, Guoji Zheng, Justyna P. Zwolak
Automated extraction of capacitive coupling for quantum dot systems. CoRR (2023)
Daniel Schug, Sai S. Yerramreddy, Rich Caruana, Craig Greenberg, Justyna P. Zwolak
Extending Explainable Boosting Machines to Scientific Image Data. CoRR (2023)
Justyna P. Zwolak, Jacob M. Taylor, Reed Andrews, Jared Benson, Garnett Bryant, Donovan Buterakos, Anasua Chatterjee, Sankar Das Sarma, Mark A. Eriksson, Eliska Greplova, Michael J. Gullans, Fabian Hader, Tyler J. Kovach, Pranav S. Mundada, Mick Ramsey, Torbjørn Rasmussen, Brandon Severin, Anthony Sigillito, Brennan Undseth, Brian J. Weber
Data Needs and Challenges of Quantum Dot Devices Automation: Workshop Report. CoRR (2023)
Brian J. Weber, Justyna P. Zwolak
: A principled approach to automatically annotating charge stability diagrams. CoRR (2023)
Brian J. Weber, Sandesh S. Kalantre, Thomas McJunkin, Jacob M. Taylor, Justyna P. Zwolak
Theoretical Bounds on Data Requirements for the Ray-Based Classification. SN Comput. Sci. 3 (1) (2022)
Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak
Dark Solitons in Bose-Einstein Condensates: A Dataset for Many-body Physics Research. CoRR (2022)
Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak
Dark solitons in Bose-Einstein condensates: a dataset for many-body physics research. Mach. Learn. Sci. Technol. 3 (4) (2022)
Robert P. Dalka, Justyna P. Zwolak
Restoring the structure: A modular analysis of ego-driven organizational networks. CoRR (2022)
Joshua Ziegler, Florian Luthi, Mick Ramsey, Felix Borjans, Guoji Zheng, Justyna P. Zwolak
Tuning arrays with rays: Physics-informed tuning of quantum dot charge states. CoRR (2022)
Justyna P. Zwolak, Thomas McJunkin, Sandesh S. Kalantre, Samuel F. Neyens, E. R. MacQuarrie, Mark A. Eriksson, Jacob M. Taylor
Ray-based framework for state identification in quantum dot devices. CoRR (2021)
Justyna P. Zwolak, Jacob M. Taylor
Colloquium: Advances in automation of quantum dot devices control. CoRR (2021)
Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak
Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. CoRR (2021)
Joshua Ziegler, Thomas McJunkin, E. S. Joseph, Sandesh S. Kalantre, Benjamin Harpt, D. E. Savage, Mark G. Lagally, M. A. Eriksson, Jacob M. Taylor, Justyna P. Zwolak
Toward Robust Autotuning of Noisy Quantum Dot Devices. CoRR (2021)
Brian J. Weber, Sandesh S. Kalantre, Thomas McJunkin, Jacob M. Taylor, Justyna P. Zwolak
Theoretical bounds on data requirements for the ray-based classification. CoRR (2021)
Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak
Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. Mach. Learn. Sci. Technol. 2 (3) (2021)
Shangjie Guo, Sophia M. Koh, Amilson R. Fritsch, Ian B. Spielman, Justyna P. Zwolak
Combining Machine Learning with Physics: A Framework for Tracking and Sorting Multiple Dark Solitons. CoRR (2021)
Justyna P. Zwolak, Sandesh S. Kalantre, Thomas McJunkin, Brian J. Weber, Jacob M. Taylor
Ray-based classification framework for high-dimensional data. CoRR (2020)
Justyna P. Zwolak, Eric Brewe
The impact of social integration on student persistence in introductory Modeling Instruction courses. CoRR (2015)