Astrophysics, Gravitation and Cosmology Seminar - Cynthia Trendafilova (U. Illinois / NCSA) - "New Frontiers with Future CMB Experiments: Techniques for Leveraging Precision Data"
Speaker: |
(sign-up)
Cynthia Trendafilova |
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Date: | 2/7/2024 |
Time: | 12 p.m. |
Location: | Loomis Lab 464 |
Event Contact: | Deanna Frye ddebord@illinois.edu |
Sponsor: | Department of Physics |
Event Type: | Seminar/Symposium |
Next-generation Cosmic Microwave Background (CMB) surveys will measure the anisotropies of the CMB with unprecedented precision. In this talk, I will discuss some techniques for leveraging this data as effectively as possible. Delensing of the CMB will be increasingly valuable when applied to future CMB surveys. I will present several applications of delensing, focused on the particular science case of testing theories of early-universe inflation. In some cases we find that delensing can recover almost all of the constraining power contained in unlensed spectra. Furthermore, I will present candl, a newly released Python package in which we have implemented an automatically differentiable likelihood for analysing both primary CMB and lensing power spectrum measurements. We demonstrate some benefits of a differentiable likelihood through a series of example calculations, highlighting topics ranging from Fisher forecasting to MCMC sampling. |