Justyna P. Zwolak - Publications, H-index & Citations

Justyna P. Zwolak

national institute of standards and technology

12H指数

73论文数

797被引数

收录论文 12

发表时间

Automated electrostatic characterization of quantum dot devices in single- and bilayer heterostructures 单层和双层异质结构中量子点器件的自动化静电表征

npj Quantum Materials

IF6.2

2026-09-01

OAAI

Merritt P. R. Losert; Dario Denora; Barnaby van Straaten; Stefan D. Oosterhout; Lucas Stehouwer; Giordano Scappucci; Menno Veldhorst; Justyna P. Zwolak

Automation of quantum dot measurement analysis via explainable machine learning 通过可解释的机器学习实现量子点测量分析的自动化

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2025-01-13

OAAI

Schug, Daniel; Kovach, Tyler J.; Wolfe, M. A.; Benson, Jared; Park, Sanghyeok; Dodson, J. P.; Corrigan, J.; Eriksson, M. A.; Zwolak, Justyna P.

Data needs and challenges for quantum dot devices automation

NPJ QUANTUM INFORMATION

IF8.3

2024-10-31

OAAI

Zwolak, Justyna P.; Taylor, Jacob M.; Andrews, Reed W.; Benson, Jared; Bryant, Garnett W.; Buterakos, Donovan; Chatterjee, Anasua; Das Sarma, Sankar; Eriksson, Mark A.; Greplova, Eliska; Gullans, Michael J.; Hader, Fabian; Kovach, Tyler J.; Mundada, Pranav S.; Ramsey, Mick; Rasmussen, Torbjorn; Severin, Brandon; Sigillito, Anthony; Undseth, Brennan; Weber, Brian

Tuning Arrays with Rays: Physics-Informed Tuning of Quantum Dot Charge

PHYSICAL REVIEW APPLIED

IF4.4

2023-09-28

PREAI

Ziegler, Joshua; Luthi, Florian; Ramsey, Mick; Borjans, Felix; Zheng, Guoji; Zwolak, Justyna P.

Automated Extraction of Capacitive Coupling for Quantum Dot Systems

PHYSICAL REVIEW APPLIED

IF4.4

2023-05-24

OAAI

Ziegler, Joshua; Luthi, Florian; Ramsey, Mick; Borjans, Felix; Zheng, Guoji; Zwolak, Justyna P.

Dark solitons in Bose-Einstein condensates: a dataset for many-body physics research 玻色-爱因斯坦凝聚体中的暗孤子: 多体物理学研究的数据集

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-12-21

OAAI

Fritsch, Amilson R.; Guo, Shangjie; Koh, Sophia M.; Spielman, I. B.; Zwolak, Justyna P.

Combining machine learning with physics: A framework for tracking and sorting multiple dark solitons

PHYSICAL REVIEW RESEARCH

IF4.2

2022-05-31

OAAI

Guo, Shangjie; Koh, Sophia M.; Fritsch, Amilson R.; Spielman, I. B.; Zwolak, Justyna P.

Toward Robust Autotuning of Noisy Quantum dot Devices

PHYSICAL REVIEW APPLIED

IF4.4

2022-02-25

OAAI

Ziegler, Joshua; McJunkin, Thomas; Joseph, E. S.; Kalantre, Sandesh S.; Harpt, Benjamin; Savage, D. E.; Lagally, M. G.; Eriksson, M. A.; Taylor, Jacob M.; Zwolak, Justyna P.

Machine-learning enhanced dark soliton detection in Bose-Einstein condensates

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-06-15

OAAI

Guo, Shangjie; Fritsch, Amilson R.; Greenberg, Craig; Spielman, I. B.; Zwolak, Justyna P.

Ray-Based Framework for State Identification in Quantum Dot Devices

PRX QUANTUM

IF11

2021-06-07

OAAI

Zwolak, Justyna P.; McJunkin, Thomas; Kalantre, Sandesh S.; Neyens, Samuel F.; MacQuarrie, E. R.; Eriksson, Mark A.; Taylor, Jacob M.

Autotuning of Double-Dot Devices In Situ with Machine Learning

PHYSICAL REVIEW APPLIED

IF4.4

2020-03-31

OAAI

Zwolak, Justyna P.; McJunkin, Thomas; Kalantre, Sandesh S.; Dodson, J. P.; MacQuarrie, E. R.; Savage, D. E.; Lagally, M. G.; Coppersmith, S. N.; Eriksson, Mark A.; Taylor, Jacob M.

Machine learning techniques for state recognition and auto-tuning in quantum dots

NPJ QUANTUM INFORMATION

IF8.3

2019-01-21

OAAI

Kalantre, Sandesh S.; Zwolak, Justyna P.; Ragole, Stephen; Wu, Xingyao; Zimmerman, Neil M.; Stewart, M. D., Jr.; Taylor, Jacob M.

研究方向