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Justyna P. Zwolak

Portrait of Justyna P. Zwolak

Justyna P. Zwolak

Mathematician, National Institute of Standards & Technology

AIM Pillars: Learning

Latest Papers

GAnnET: A principled approach to automatically annotating charge stability diagrams

| Newton
Author(s): Brian Weber, Justyna P. Zwolak
UMD Author(s): Justyna P. Zwolak


Nondestructive characterization of laser-cooled atoms using machine learning

| Newton
Author(s): Guilherme de Sousa, Michael Doris, Dario D’Amato, et. al
UMD Author(s): Justyna P. Zwolak


Codebase release 1.0 for QDFlow

| SciPost Physics Codebases
Author(s): Donovan L. Buterakos, Sandesh S. Kalantre, Joshua Ziegler, et. al
UMD Author(s): Justyna P. Zwolak


QDFlow: A Python package for physics simulations of quantum dot devices

| SciPost Physics Codebases
Author(s): Donovan L. Buterakos, Sandesh S. Kalantre, Joshua Ziegler, et. al
UMD Author(s): Justyna P. Zwolak


Bootstrapping, autonomous testing, and initialization system for Si/SixGe1−x multi-quantum-dot devices

| Physical Review Applied
Author(s): Tyler J. Kovach, Daniel Schug, M.A. Wolfe, et. al
UMD Author(s): Justyna P. Zwolak


Assessing support structures for early career researchers at NIST


Author(s): Justyna P Zwolak, Robert P Dalka
UMD Author(s): Justyna P. Zwolak


Modular Autonomous Virtualization System for Two-Dimensional Semiconductor Quantum Dot Arrays

| Physical Review X
Author(s): Anantha S. Rao, Donovan Buterakos, Barnaby van Straaten, et. al
UMD Author(s): Justyna P. Zwolak


Automation of quantum dot measurement analysis via explainable machine learning

| Machine Learning: Science and Technology
Author(s): Daniel Schug, Tyler J Kovach, M A Wolfe, et. al
UMD Author(s): Justyna P. Zwolak


Autonomous bootstrapping of quantum dot devices

| Physical Review Applied
Author(s): Anton Zubchenko, Danielle Middlebrooks, Torbjørn Rasmussen, et. al
UMD Author(s): Justyna P. Zwolak


Data needs and challenges for quantum dot devices automation

| npj Quantum Information
Author(s): Justyna P. Zwolak, Jacob M. Taylor, Reed W. Andrews, et. al
UMD Author(s): Justyna P. Zwolak