scraps: An open-source Python-based analysis package for analyzing and plotting superconducting resonator data

We present "scraps" (SuperConducting Analysis and Plotting Software), a Python package designed to aid in the analysis and visualization of large amounts of superconducting resonator data, specifically complex transmission as a function of frequency, acquired at many different temperatures...

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Veröffentlicht in:	IEEE transactions on applied superconductivity 2016-11, Vol.27 (4)
Hauptverfasser:	Carter, Faustin Wirkus, Khaire, Trupti S., Novosad, Valentyn, Chang, Clarence L.
Format:	Artikel
Sprache:	eng
Schlagworte:	CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY MATHEMATICS AND COMPUTING microwave measurements superconducting microwave devices superconducting resonators
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container_title	IEEE transactions on applied superconductivity
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creator	Carter, Faustin Wirkus Khaire, Trupti S. Novosad, Valentyn Chang, Clarence L.
description	We present "scraps" (SuperConducting Analysis and Plotting Software), a Python package designed to aid in the analysis and visualization of large amounts of superconducting resonator data, specifically complex transmission as a function of frequency, acquired at many different temperatures and driving powers. The package includes a least-squares fitting engine as well as a Monte-Carlo Markov Chain sampler for sampling the posterior distribution given priors, marginalizing over nuisance parameters, and estimating covariances. A set of plotting tools for generating publication-quality figures is also provided in the package. Lastly, we discuss the functionality of the software and provide some examples of its utility on data collected from a niobium-nitride coplanar waveguide resonator fabricated at Argonne National Laboratory.
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subjects	CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY MATHEMATICS AND COMPUTING microwave measurements superconducting microwave devices superconducting resonators
title	scraps: An open-source Python-based analysis package for analyzing and plotting superconducting resonator data
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