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Justyna P Zwolak
Principal Researcher, National Institute of Standards and Technology
Joined
May 2023
Names
Justyna P Zwolak
(Preferred)
,
Justyna P. Zwolak
Emails
****@nist.gov
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Principal Researcher
National Institute of Standards and Technology
(nist.gov)
2019
–
Present
Postdoc
University of Maryland, College Park
(umd.edu)
2017
–
2019
Postdoc
Florida International University
(fiu.edu)
2014
–
2017
Advisors, Relations & Conflicts
Postdoc Advisee
Joshua Ziegler
2020
–
2022
PhD Advisee
Shangje Guo
2020
–
2022
Postdoc Advisor
Jacob Taylor
2017
–
2019
Postdoc Advisor
Eric Brewe
2014
–
2017
PhD Advisor
Dariusz Chruscinski
2007
–
2011
Expertise
deep learning
,
autonomous experimental control
,
explainable AI
2017
–
Present
social networks
2014
–
Present
science education research
2012
–
Present
quantum technologies
2007
–
Present
Publications
Extending Explainable Boosting Machines to Scientific Image Data
Daniel Schug
,
Sai Yerramreddy
,
Rich Caruana
,
Craig Greenberg
,
Justyna P Zwolak
28 Nov 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Automated extraction of capacitive coupling for quantum dot systems
Joshua Ziegler
,
Florian Luthi
,
Mick Ramsey
,
Felix Borjans
,
Guoji Zheng
,
Justyna P. Zwolak
Published: 01 Jan 2023, Last Modified: 15 May 2023
CoRR 2023
Readers:
Everyone
Dark solitons in Bose-Einstein condensates: a dataset for many-body physics research
Amilson R. Fritsch
,
Shangjie Guo
,
Sophia M. Koh
,
Ian B. Spielman
,
Justyna P. Zwolak
Published: 01 Jan 2022, Last Modified: 15 May 2023
Mach. Learn. Sci. Technol. 2022
Readers:
Everyone
Tuning arrays with rays: Physics-informed tuning of quantum dot charge states
Joshua Ziegler
,
Florian Luthi
,
Mick Ramsey
,
Felix Borjans
,
Guoji Zheng
,
Justyna P. Zwolak
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
Theoretical Bounds on Data Requirements for the Ray-Based Classification
Brian J. Weber
,
Sandesh S. Kalantre
,
Thomas McJunkin
,
Jacob M. Taylor
,
Justyna P. Zwolak
Published: 01 Jan 2022, Last Modified: 15 May 2023
SN Comput. Sci. 2022
Readers:
Everyone
Restoring the structure: A modular analysis of ego-driven organizational networks
Robert P. Dalka
,
Justyna P. Zwolak
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
Dark Solitons in Bose-Einstein Condensates: A Dataset for Many-body Physics Research
Amilson R. Fritsch
,
Shangjie Guo
,
Sophia M. Koh
,
Ian B. Spielman
,
Justyna P. Zwolak
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
Machine-learning enhanced dark soliton detection in Bose-Einstein condensates
Shangjie Guo
,
Amilson R. Fritsch
,
Craig Greenberg
,
Ian B. Spielman
,
Justyna P. Zwolak
Published: 01 Jan 2021, Last Modified: 15 May 2023
Mach. Learn. Sci. Technol. 2021
Readers:
Everyone
Toward Robust Autotuning of Noisy Quantum Dot Devices
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
Published: 01 Jan 2021, Last Modified: 15 May 2023
CoRR 2021
Readers:
Everyone
Ray-based framework for state identification in quantum dot devices
Justyna P. Zwolak
,
Thomas McJunkin
,
Sandesh S. Kalantre
,
Samuel F. Neyens
,
E. R. MacQuarrie
,
Mark A. Eriksson
,
Jacob M. Taylor
Published: 01 Jan 2021, Last Modified: 15 May 2023
CoRR 2021
Readers:
Everyone
View all 16 publications
Co-Authors
Amilson R. Fritsch
Benjamin Harpt
Brian J. Weber
Craig Greenberg
D. E. Savage
Daniel Schug
E. R. MacQuarrie
E. S. Joseph
Eric Brewe
Felix Borjans
Florian Luthi
Guoji Zheng
Ian B. Spielman
Jacob M. Taylor
Joshua Ziegler
M. A. Eriksson
Mark A. Eriksson
Mark G. Lagally
Mick Ramsey
Rich Caruana
Robert P. Dalka
Sai Yerramreddy
Samuel F. Neyens
Sandesh S. Kalantre
Shangjie Guo
View all 27 co-authors