Papers
Topics
Authors
Recent
Search
2000 character limit reached

\texttt{BrahMap}: A scalable and modular map-making framework for the CMB experiments

Published 27 Jan 2025 in astro-ph.CO and astro-ph.IM | (2501.16122v1)

Abstract: The cosmic microwave background (CMB) experiments have reached an era of unprecedented precision and complexity. Aiming to detect the primordial B-mode polarization signal, these experiments will soon be equipped with $10{4}$ to $10{5}$ detectors. Consequently, future CMB missions will face the substantial challenge of efficiently processing vast amounts of raw data to produce the initial scientific outputs - the sky maps - within a reasonable time frame and with available computational resources. To address this, we introduce \texttt{BrahMap}, a new map-making framework that will be scalable across both CPU and GPU platforms. Implemented in C++ with a user-friendly Python interface for handling sparse linear systems, \texttt{BrahMap} employs advanced numerical analysis and high-performance computing techniques to maximize the use of super-computing infrastructure. This work features an overview of the \texttt{BrahMap}'s capabilities and preliminary performance scaling results, with application to a generic CMB polarization experiment.

Summary

No one has generated a summary of this paper yet.

Paper to Video (Beta)

No one has generated a video about this paper yet.

Whiteboard

No one has generated a whiteboard explanation for this paper yet.

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Continue Learning

We haven't generated follow-up questions for this paper yet.

Collections

Sign up for free to add this paper to one or more collections.