CWRU PAT Coffee Agenda

Tuesdays 10:30 - 11:30 | Fridays 11:30 - 12:30

+1 A Search for Warm/Hot Gas Filaments Between Pairs of SDSS Luminous Red Galaxies.

mro28 +1

+1 Pions as Gluons in Higher Dimensions.

jtd55 +1

+1 Local tests of gravitation with Gaia observations of Solar System Objects.

jtd55 +1

+1 The Effectve Potential in Massless Theories.

bump   lxj154 +1 kxp265 +1

+1 Primordial black hole dark matter from single field inflation.

gds6 +1

+1 An automatic taxonomy of galaxy morphology using unsupervised machine learning.

mro28 +1

+1 Backreaction and FRW consistency conditions.

gds6 +1

+1 Dynamical dark energy in light of the latest observations. - [UPDATED]

lxj154 +1 sxk1031 +1

0 Understanding disk galaxy rotation velocities without dark matter contribution--a physical process for MOND?.

bump   jtd55 -1

0 A possible explanation for dark matter and dark energy consistent with the Standard Model of particle physics and General Relativity.

bump   kxp265 -1 oxg34 +1

Showing votes from 2017-09-15 12:30 to 2017-09-19 11:30 | Next meeting is Friday Sep 19th, 11:30 am.

users

  • No papers in this section today!

astro-ph.CO

  • Primordial black hole dark matter from single field inflation.- [PDF] - [Article]

    Guillermo Ballesteros, Marco Taoso
     

    We propose a model of inflation capable of generating a population of light black holes (about $10^{-16}$ - $10^{-14}$ solar masses) that might account for a significant fraction of the dark matter in the Universe. The effective potential of the model features an approximate inflection point arising from two-loop order logarithmic corrections in well-motivated and perturbative particle physics examples. This feature decelerates the inflaton before the end of inflation, enhancing the primordial spectrum of scalar fluctuations and triggering efficient black hole production with a peaked mass distribution. At larger field values, inflation occurs thanks to a generic small coupling between the inflaton and the curvature of spacetime. We compute accurately the peak mass and abundance of the primordial black holes using the Press-Schechter and Mukhanov-Sasaki formalisms, showing that the slow-roll approximation fails to reproduce the correct results by orders of magnitude. We study as well a qualitatively similar implementation of the idea, where the approximate inflection point is due to competing terms in a generic polynomial potential. In both models, requiring a significant part of the dark matter abundance to be in the form of black holes implies a small blue scalar tilt with a sizable negative running and a tensor spectrum that may be detected by the next-generation probes of the cosmic microwave background. We also comment on previous works on the topic.

  • An automatic taxonomy of galaxy morphology using unsupervised machine learning.- [PDF] - [Article]

    Alex Hocking, James E. Geach, Yi Sun, Neil Davey
     

    We present an unsupervised machine learning technique that automatically segments and labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous unsupervised machine learning approaches used in astronomy we use no pre-selection or pre-filtering of target galaxy type to identify galaxies that are similar. We demonstrate the technique on the HST Frontier Fields. By training the algorithm using galaxies from one field (Abell 2744) and applying the result to another (MACS0416.1-2403), we show how the algorithm can cleanly separate early and late type galaxies without any form of pre-directed training for what an 'early' or 'late' type galaxy is. We then apply the technique to the HST CANDELS fields, creating a catalogue of approximately 60,000 classifications. We show how the automatic classification groups galaxies of similar morphological (and photometric) type, and make the classifications public via a catalogue, a visual catalogue and galaxy similarity search. We compare the CANDELS machine-based classifications to human-based classifications from the Galaxy Zoo: CANDELS project. Although there is not a direct mapping between Galaxy Zoo and our hierarchical labelling, we demonstrate a good level of concordance between human and machine classifications. Finally, we show how the technique can be used to identify rarer objects and present new lensed galaxy candidates from the CANDELS imaging.

  • Backreaction and FRW consistency conditions.- [PDF] - [Article]

    Francesco Montanari, Syksy Rasanen
     

    If the FRW metric is a good approximation on large scales, then the distance and the expansion rate, as well different notions of distance, satisfy certain consistency conditions. We fit the JLA SNIa distance data to determine the expected amplitude of the violation of these conditions if accelerated expansion is due to backreaction. Adding cosmic clock and BAO expansion rate data, we also model-independently determine the current observational limits on such violation. We find that the predicted maximum backreaction amplitude $|k_H|\lesssim1$ (95% C.I.) is of the same order as the current observational constraints $|k_H|\lesssim1$, the precise numbers depending on the adopted fitting method (polynomials or splines) and stellar population evolution model. We also find that constraints on the value of $H_0$ determined from expansion rate data are sensitive to the stellar evolution model. We forecast constraints from projected LSST+Euclid-like SNIa plus Euclid galaxy differential age data. We find improvement by factor of 6 for the backreaction case and 3 for the model-independent case, probing an interesting region of possible signatures.

astro-ph.HE

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astro-ph.GA

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astro-ph.IM

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gr-qc

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hep-ph

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hep-th

  • The Effectve Potential in Massless Theories.- [PDF] - [Article]

    D.G.C. McKeon
     

    The effective potential V in a massless self-coupled scalar theory and massless scalar electrodynamics is considered. Both the MS and Coleman-Weinberg renormalization schemes are examined. The renormalization scheme dependence of V is determined. Upon summing all of the logarithmic contributions to V, it is shown that the implicit and explicit dependence on the renormalization scale {\mu} cancels. In addition, if there is spontaneous symmetry breaking, then the dependence on the background field {\Phi} cancels, leaving V flat but with non-perturbative contributions. The quartic scalar coupling in the Coleman-Weinberg renormalization scheme consequently vanishes.

hep-ex

  • No papers in this section today!

quant-ph

  • No papers in this section today!

other

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