Search Results - "Zwolak, Justyna P."

QFlow lite dataset: A machine-learning approach to the charge states in quantum dot experiments by Zwolak, Justyna P, Kalantre, Sandesh S, Wu, Xingyao, Ragole, Stephen, Taylor, Jacob M

“…Over the past decade, machine learning techniques have revolutionized how research and science are done, from designing new materials and predicting their…”
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Machine learning techniques for state recognition and auto-tuning in quantum dots by Kalantre, Sandesh S., Zwolak, Justyna P., Ragole, Stephen, Wu, Xingyao, Zimmerman, Neil M., Stewart, M. D., Taylor, Jacob M.

“…Recent progress in building large-scale quantum devices for exploring quantum computing and simulation has relied upon effective tools for achieving and…”
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Linking Engagement and Performance: The Social Network Analysis Perspective by Williams, Eric A, Zwolak, Justyna P, Dou, Remy, Brewe, Eric

“…Theories developed by Tinto and Nora identify academic performance, learning gains, and involvement in learning communities as significant facets of student…”
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Practitioner's Guide to Social Network Analysis: Examining Physics Anxiety in an Active-Learning Setting by Dou, Remy, Zwolak, Justyna P

“…The application of social network analysis (SNA) has recently grown prevalent in science, technology, engineering, and mathematics education research. Research…”
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Students' Network Integration as a Predictor of Persistence in Introductory Physics Courses by Zwolak, Justyna P, Dou, Remy, Williams, Eric A, Brewe, Eric

“…Increasing student retention (successfully finishing a particular course) and persistence (continuing through a sequence of courses or the major area of study)…”
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Educational Commitment and Social Networking: The Power of Informal Networks by Zwolak, Justyna P, Zwolak, Michael, Brewe, Eric

“…The lack of an engaging pedagogy and the highly competitive atmosphere in introductory science courses tend to discourage students from pursuing science,…”
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Network Analysis Approach to Likert-Style Surveys by Dalka, Robert P, Sachmpazidi, Diana, Henderson, Charles, Zwolak, Justyna P

“…Likert-style surveys are a widely used research instrument to assess respondents' preferences, beliefs, or experiences. In this paper, we propose and…”
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Beyond Performance Metrics: Examining a Decrease in Students' Physics Self-Efficacy through a Social Networks Lens by Dou, Remy, Brewe, Eric, Zwolak, Justyna P, Potvin, Geoff, Williams, Eric A, Kramer, Laird H

“…The Modeling Instruction (MI) approach to introductory physics manifests significant increases in student conceptual understanding and attitudes toward…”
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Ray-based framework for state identification in quantum dot devices by Zwolak, Justyna P, McJunkin, Thomas, Kalantre, Sandesh S, Neyens, Samuel F, MacQuarrie, E R, Eriksson, Mark A, Taylor, Jacob M

“…Quantum dots (QDs) defined with electrostatic gates are a leading platform for a scalable quantum computing implementation. However, with increasing numbers of…”
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Dark solitons in Bose–Einstein condensates: a dataset for many-body physics research by Fritsch, Amilson R, Guo, Shangjie, Koh, Sophia M, Spielman, I B, Zwolak, Justyna P

“…Abstract We establish a dataset of over 1.6 × 10 4 experimental images of Bose–Einstein condensates containing solitonic excitations to enable machine learning…”
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Data needs and challenges for quantum dot devices automation by Zwolak, Justyna P., Taylor, Jacob M., Andrews, Reed W., Benson, Jared, Bryant, Garnett W., Buterakos, Donovan, Chatterjee, Anasua, Das Sarma, Sankar, Eriksson, Mark A., Greplová, Eliška, Gullans, Michael J., Hader, Fabian, Kovach, Tyler J., Mundada, Pranav S., Ramsey, Mick, Rasmussen, Torbjørn, Severin, Brandon, Sigillito, Anthony, Undseth, Brennan, Weber, Brian

“…Gate-defined quantum dots are a promising candidate system for realizing scalable, coupled qubit systems and serving as a fundamental building block for…”
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Assessing Student Reasoning in Upper-Division Electricity and Magnetism at Oregon State University by Zwolak, Justyna P, Manogue, Corinne A

“…Standardized assessment tests that allow researchers to compare the performance of students under various curricula are highly desirable. There are several…”
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Isolating Approaches: How Middle-Division Physics Students Coordinate Forms and Representations in Complex Algebra by Smith, Emily M, Zwolak, Justyna P, Manogue, Corinne A

“…Mathematical reasoning with algebraic and geometric representations is essential for success in upperdivision and graduate-level physics courses. Complex…”
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Colloquium: Advances in automation of quantum dot devices control by Zwolak, Justyna P, Taylor, Jacob M

“…Arrays of quantum dots (QDs) are a promising candidate system to realize scalable, coupled qubit systems and serve as a fundamental building block for quantum…”
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Network analysis of graduate program support structures through experiences of various demographic groups by Dalka, Robert P., Zwolak, Justyna P.

“…Physics graduate studies are substantial efforts on the part of individual students, departments, and institutions of higher education. Understanding the…”
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Machine-learning enhanced dark soliton detection in Bose–Einstein condensates by Guo, Shangjie, Fritsch, Amilson R, Greenberg, Craig, Spielman, I B, Zwolak, Justyna P

“…Most data in cold-atom experiments comes from images, the analysis of which is limited by our preconceptions of the patterns that could be present in the data…”
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Combining machine learning with physics: A framework for tracking and sorting multiple dark solitons by Guo, Shangjie, Koh, Sophia M., Fritsch, Amilson R., Spielman, I. B., Zwolak, Justyna P.

“…In ultracold-atom experiments, data often comes in the form of images which suffer information loss inherent in the techniques used to prepare and measure the…”
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New Tools for Investigating Positive Maps in Matrix Algebras by Zwolak, Justyna P., Chruściński, Dariusz

“…We provide a novel tool which may be used to construct new examples of positive maps in matrix algebras (or, equivalently, entanglement witnesses). It turns…”
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Stability of Frustration-Free Hamiltonians by Michalakis, Spyridon, Zwolak, Justyna P.

“…We prove stability of the spectral gap for gapped, frustration-free Hamiltonians under general, quasi-local perturbations. We present a necessary and…”
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QDA$^2$: A principled approach to automatically annotating charge stability diagrams by Weber, Brian, Zwolak, Justyna P

“…Gate-defined semiconductor quantum dot (QD) arrays are a promising platform for quantum computing. However, presently, the large configuration spaces and…”
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