Justyna P. Zwolak

28 papers Journal 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated electrostatic characterization of quantum dot devices in single- and bilayer heterostructures. CoRR Merritt Losert, Dario Denora, Barnaby van Straaten, Michael Chan, Stefan D. Oosterhout, Lucas Stehouwer, Giordano Scappucci, Menno Veldhorst, Justyna P. Zwolak
2026	J	`jnl`	FAlCon: A unified framework for algorithmic control of quantum dot devices. CoRR Tyler J. Kovach, Daniel Schug, Zach D. Merino, Mark Friesen, Mark A. Eriksson, Justyna P. Zwolak
2025	J	`jnl`	Automation of quantum dot measurement analysis via explainable machine learning. Mach. Learn. Sci. Technol. Daniel Schug, Tyler J. Kovach, M. A. Wolfe, Jared Benson, Sanghyeok Park, J. P. Dodson, J. Corrigan, Mark A. Eriksson, Justyna P. Zwolak
2025	J	`jnl`	Benchmarking machine learning models for multi-class state recognition in double quantum dot data. CoRR Valeria Díaz Moreno, Ryan P. Khalili, Daniel Schug, Patrick J. Walsh, Justyna P. Zwolak
2025	J	`jnl`	QDFlow: A Python package for physics simulations of quantum dot devices. CoRR Donovan Buterakos, Sandesh S. Kalantre, Joshua Ziegler, Jacob M. Taylor, Justyna P. Zwolak
2025	J	`jnl`	Towards autonomous time-calibration of large quantum-dot devices: Detection, real-time feedback, and noise spectroscopy. CoRR Anantha S. Rao, Barnaby van Straaten, Valentin John, Cécile X. Yu, Stefan D. Oosterhout, Lucas Stehouwer, Giordano Scappucci, M. D. Stewart Jr., Menno Veldhorst, Francesco Borsoi, Justyna P. Zwolak
2024	J	`jnl`	Autonomous Bootstrapping of Quantum Dot Devices. CoRR Anton Zubchenko, Danielle Middlebrooks, Torbjørn Rasmussen, Lara Lausen, Ferdinand Kuemmeth, Anasua Chatterjee, Justyna P. Zwolak
2024	J	`jnl`	BATIS: Bootstrapping, Autonomous Testing, and Initialization System for Quantum Dot Devices. CoRR Tyler J. Kovach, Daniel Schug, M. A. Wolfe, E. R. MacQuarrie, Patrick J. Walsh, Jared Benson, Mark Friesen, Mark A. Eriksson, Justyna P. Zwolak
2024	J	`jnl`	Explainable Classification Techniques for Quantum Dot Device Measurements. CoRR Daniel Schug, Tyler J. Kovach, M. A. Wolfe, Jared Benson, Sanghyeok Park, J. P. Dodson, J. Corrigan, Mark A. Eriksson, Justyna P. Zwolak
2024	J	`jnl`	MAViS: Modular Autonomous Virtualization System for Two-Dimensional Semiconductor Quantum Dot Arrays. CoRR Anantha S. Rao, Donovan Buterakos, Barnaby van Straaten, Valentin John, Cécile X. Yu, Stefan D. Oosterhout, Lucas Stehouwer, Giordano Scappucci, Menno Veldhorst, Francesco Borsoi, Justyna P. Zwolak
2023	J	`jnl`	Automated extraction of capacitive coupling for quantum dot systems. CoRR Joshua Ziegler, Florian Luthi, Mick Ramsey, Felix Borjans, Guoji Zheng, Justyna P. Zwolak
2023	J	`jnl`	Data Needs and Challenges of Quantum Dot Devices Automation: Workshop Report. CoRR Justyna P. Zwolak, Jacob M. Taylor, Reed Andrews, Jared Benson, Garnett W. 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
2023	J	`jnl`	Extending Explainable Boosting Machines to Scientific Image Data. CoRR Daniel Schug, Sai S. Yerramreddy, Rich Caruana, Craig Greenberg, Justyna P. Zwolak
2023	J	`jnl`	QDA CoRR Brian J. Weber, Justyna P. Zwolak
2022	J	`jnl`	Dark Solitons in Bose-Einstein Condensates: A Dataset for Many-body Physics Research. CoRR Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak
2022	J	`jnl`	Dark solitons in Bose-Einstein condensates: a dataset for many-body physics research. Mach. Learn. Sci. Technol. Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak
2022	J	`jnl`	Restoring the structure: A modular analysis of ego-driven organizational networks. CoRR Robert P. Dalka, Justyna P. Zwolak
2022	J	`jnl`	Theoretical Bounds on Data Requirements for the Ray-Based Classification. SN Comput. Sci. Brian J. Weber, Sandesh S. Kalantre, Thomas McJunkin, Jacob M. Taylor, Justyna P. Zwolak
2022	J	`jnl`	Tuning arrays with rays: Physics-informed tuning of quantum dot charge states. CoRR Joshua Ziegler, Florian Luthi, Mick Ramsey, Felix Borjans, Guoji Zheng, Justyna P. Zwolak
2021	J	`jnl`	Colloquium: Advances in automation of quantum dot devices control. CoRR Justyna P. Zwolak, Jacob M. Taylor
2021	J	`jnl`	Combining Machine Learning with Physics: A Framework for Tracking and Sorting Multiple Dark Solitons. CoRR Shangjie Guo, Sophia M. Koh, Amilson R. Fritsch, Ian B. Spielman, Justyna P. Zwolak
2021	J	`jnl`	Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. CoRR Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak
2021	J	`jnl`	Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. Mach. Learn. Sci. Technol. Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak
2021	J	`jnl`	Ray-based framework for state identification in quantum dot devices. CoRR Justyna P. Zwolak, Thomas McJunkin, Sandesh S. Kalantre, Samuel F. Neyens, E. R. MacQuarrie, Mark A. Eriksson, Jacob M. Taylor
2021	J	`jnl`	Theoretical bounds on data requirements for the ray-based classification. CoRR Brian J. Weber, Sandesh S. Kalantre, Thomas McJunkin, Jacob M. Taylor, Justyna P. Zwolak
2021	J	`jnl`	Toward Robust Autotuning of Noisy Quantum Dot Devices. CoRR Joshua Ziegler, Thomas McJunkin, E. S. Joseph, Sandesh S. Kalantre, Benjamin Harpt, D. E. Savage, Mark G. Lagally, Mark A. Eriksson, Jacob M. Taylor, Justyna P. Zwolak
2020	J	`jnl`	Ray-based classification framework for high-dimensional data. CoRR Justyna P. Zwolak, Sandesh S. Kalantre, Thomas McJunkin, Brian J. Weber, Jacob M. Taylor
2015	J	`jnl`	The impact of social integration on student persistence in introductory Modeling Instruction courses. CoRR Justyna P. Zwolak, Eric Brewe