CMB Constraints on Principal Components of the Inflaton Potential
Cora Dvorkin, Wayne Hu (KICP, University of Chicago)

TL;DR
This paper constrains the shape of the inflaton potential using CMB data by decomposing deviations into principal components, revealing potential features at specific scales and providing a faster likelihood method.
Contribution
It introduces a principal component approach to constrain inflaton potential deviations from CMB data and offers a significantly faster likelihood computation method.
Findings
Constraints on inflaton potential deviations at 100 Mpc and 300 Mpc scales.
Evidence for deviations around the 300 Mpc scale at ~10% level.
A new, faster likelihood method for WMAP7 data.
Abstract
We place functional constraints on the shape of the inflaton potential from the cosmic microwave background through a variant of the generalized slow roll approximation that allows large amplitude, rapidly changing deviations from scale-free conditions. Employing a principal component decomposition of the source function G'~3(V'/V)^2 - 2V''/V and keeping only those measured to better than 10% results in 5 nearly independent Gaussian constraints that maybe used to test any single-field inflationary model where such deviations are expected. The first component implies < 3% variations at the 100 Mpc scale. One component shows a 95% CL preference for deviations around the 300 Mpc scale at the ~10% level but the global significance is reduced considering the 5 components examined. This deviation also requires a change in the cold dark matter density which in a flat LCDM model is disfavored…
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