Experimental Designs for Binary Data in Switching Measurements on Superconducting Josephson Junctions

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dc.creatorKarvanen, Juha
dc.creatorVartiainen, Juha J.
dc.creatorTimofeev, Andrey
dc.creatorPekola, Jukka
dc.date2006-10-18
dc.date.accessioned2026-07-07T09:19:07Z
dc.date.available2026-07-07T09:19:07Z
dc.descriptionWe study the optimal design of switching measurements of small Josephson junction circuits which operate in the macroscopic quantum tunnelling regime. Starting from the D-optimality criterion we derive the optimal design for the estimation of the unknown parameters of the underlying Gumbel type distribution. As a practical method for the measurements, we propose a sequential design that combines heuristic search for initial estimates and maximum likelihood estimation. The presented design has immediate applications in the area of superconducting electronics implying faster data acquisition. The presented experimental results confirm the usefulness of the method. KEY WORDS: optimal design, D-optimality, logistic regression, complementary log-log link, quantum physics, escape measurements
dc.identifierhttps://arxiv.org/abs/cond-mat/0610507
dc.identifierhttp://arxiv.org/abs/cond-mat/0610507
dc.identifierJournal of the Royal Statistical Society: Series C (Applied Statistics) 2007, Vol. 56, 167-181
dc.identifierdoi:10.1111/j.1467-9876.2007.00572.x
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/154269
dc.subjectSuperconductivity
dc.subjectData Analysis, Statistics and Probability
dc.subjectApplications
dc.titleExperimental Designs for Binary Data in Switching Measurements on Superconducting Josephson Junctions
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