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Record W7161756928 · doi:10.82308/13566

Development of multiplexed bolometer readout electronics for mm-wave space astronomy

2015· dissertation· en· W7161756928 on OpenAlexaboutno aff
Joshua Montgomery

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicSuperconducting and THz Device Technology
Canadian institutionsnot available
Fundersnot available
KeywordsCosmic microwave backgroundBolometerTransition edge sensorDetectorCosmologyGravitational waveCOSMIC cancer databasePolarization (electrochemistry)SatelliteAngular resolution (graph drawing)

Abstract

fetched live from OpenAlex

The polarization anisotropies in the Cosmic Microwave Background contain a rich set of physical signatures. These include known phenomena, such as weak gravitational lensing, which offers a chance to study structure formation at redshifts sparsely explored; and predicted phenomena, such as the propagation of primordial gravity waves through the surface of last scattering (``gravitational B-modes''). The detection and measurement of the latter would be evidence in support of inflationary cosmology theories, the search for which has been at the epicenter of CMB experimental development for nearly a decade. A space-based platform is the best place to conduct such a search: the signature of B-modes is strongest at large angular scales, and full-sky coverage presents a significant advantage over ground-based instruments. Additionally, access to more frequency bands otherwise absorbed by Earth's atmosphere, improves the ability to characterize and subtract galactic foregrounds.To achieve the sensitivities capable of making precision measurements of the CMB polarization, the next generation of instruments will employ focal planes containing $\sim10,000$ detector elements. This is an order of magnitude increase over the existing instruments. The detectors themselves are arrays of Transition Edge Sensing (TES) Bolometers -- photon-noise limited sensors, which have been favored for the last decade of ground-based CMB instruments, but have never flown on a satellite platform. To achieve the requisite focal-plane densities, it is essential to ``multiplex'' -- read out several bolometers simultaneously, over a single pair of wires. In this document, we present an electronics system capable of reading out, and controlling, the next generation of TES focal-planes: The Space-Flight Representative 64x Digital Frequency Multiplexing (DfMUX) readout system. These electronics were commissioned by the Canadian Space Agency, and built in partnership with COM-DEV.The Flight Representative 64x DfMUX system multiplexes together 64 readout channels, a factor of four increase over all current frequency-multiplexed CMB readout systems. We measure a total readout noise of less than $10\frac{pA}{\sqrt{Hz}}$, which is consistent with prediction, and remains substantially lower than the intrinsic background photon noise of the CMB. We do acknowledge some excess noise at high frequency, and demonstrate that it is due to non-idealities in our testing setup that are well described by our noise model, not the Flight Representative readout electronics. Additionally, the Flight Representative DfMUX system meets all Canadian Space Agency space-flight criteria. these include radiation-hardness; thermal optimization for radiative heat transfer; a per-channel power consumption of 49mW.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.008
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.002
Open science0.0030.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0080.004

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.035
GPT teacher head0.292
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreMethods

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

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