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Justyna Zwolak

Adjunct Assistant Professor

Affiliate Fellow
Profile photo of Justyna Zwolak

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Bio

Justyna Zwolak is an adjunct assistant professor in the Institute for Advanced Computer Studies (UMIACS). She is also a Mathematician at NIST and a QuICS Affiliate Fellow. Her research focuses on using machine learning algorithms and artificial intelligence, especially deep convolutional neural networks, in quantum computing platforms. In particular, she is investigating methods to automatically identify stable configurations of electron spins in semiconductor-based quantum computing. She is also developing a complete software suite that enables modeling of quantum dot devices, train recognition networks, and -- through mathematical optimization -- auto-tune experimental setups.

Justyna received an M.Sc. in Mathematics from The Faculty of Mathematics and Informatics, Nicolaus Copernicus University, and a Ph.D. in Physics from the Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University, in Toruń, Poland.

Recent News

  • A photo of Jacob Taylor and Justyna Zwolak.

    QuICS Researchers Receive 2024 NIST Bronze Medal Award

    January 22, 2025

    They were cited for designing and coordinating the first ever in-situ experimental validation of fully automated calibration of semiconductor quantum dot devices, a leading candidate platform for quantum computing.

  • Logo for the Presidential Early Career Award for Scientists and Engineers. It features the Seal of the President of the United States, with an eagle holding an olive branch and arrows, symbolizing peace and war, with the motto E Pluribus Unum and inscriptions reflecting national unity and authority.

    QuICS Researchers Receive PECASE Awards

    January 21, 2025

    Zohreh Davoudi and Justyna Zwolak each received the Presidential Early Career Award for Scientists and Engineers, the highest honor bestowed by the U.S. government on up-and-coming researchers.

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    April 7, 2022 10:00 am
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