Big Data to Model the Evolution of the Cosmic Web (Astronomy)

The Instituto de Astrofísica de Canarias (IAC) has led an international team which has developed an algorithm called COSMIC BIRTH to analyse large scale cosmic structures. This new computation method will permit the analysis of the evolution of the structure of dark matter from the early universe until the formation of present day galaxies. This work was recently published in the journal Monthly Notices of the Royal Astronomical Society (MNRAS).

The IAC researcher, a co-author of the article and leader of the group of Cosmology and Large Scale Structure (LSS) Francisco-Shu Kitaura explains that one of the key aspects of this algorithm “consists in expressing the observations as if they had been detected in the early universe, which simplifies many of the calculations”.

VUDS survey. The red areas are the well sampled areas on the sky. The lower panel shows how these observations would have been made in the primitive Universe, distorted by gravity. Credit: Metin Ata and Francisco-Shu Kitaura (IAC).

“Our algorithm uses sampling techniques designed to deal with high dimensional spaces, and is the product of more than four years of development. That is why I thank the funding programmes Ramon y Cajal and Excelencia Severo Ochoa which have allowed us to make scientific journeys which are such a challenge and a risk”, he adds.

“It is fascinating to use the methods of classical mechanics to reconstruct the large scale structure of huge cosmic volumes”, says Mónica Hernández Sánchez, a doctoral student at the IAC and the University of La Laguna (ULL), and first author of another linked article, who has shown that an idea of the particle physicists from 30 years ago has proved useful in the present context.

Reconstruction of the dark matter structures underlying the COSMOS field (Metin Ata) with the COSMIC BIRTH code (Francisco-Shu Kitaura). Credit: Metin Ata/Francisco-Shu Kitaura (IAC).

“It has been exciting to explore, using Big Data techniques, the structures which include the formation of galaxy clusters emerging at “cosmic noon”. That is the moment when the Universe lit up the galaxies with stars”, notes Metin Ata, a researcher at the Kavli Institute for Physics and Mathematics of the Universe (IPMU), in Japan, and leader of the application of the COSMIC BIRTH algorithm to the combination of five studies of distant clusters in the COSMOS (Cosmic Evolution Survey) fields.

The authors have dedicated this last work to the French astrophysicist Olivier Le Fèvre, who participated in the study and who unfortunately died while it was being completed.

Reconstruction of the dark matter structures underlying the COSMOS field (Metin Ata) with the COSMIC BIRTH code (Francisco-Shu Kitaura). Credit: Metin Ata/Francisco-Shu Kitaura (IAC).

Featured image: Reconstruction of the cosmic web (shaded areas in grey in the left panel) based on a distribution of galaxies (in red in the left panel) and the primordial fluctuations (right panel). Credit: Francisco-Shu Kitaura (IAC).


Main article: Kitaura et al. “COSMIC BIRTH: Efficient Bayesian Inference of the Evolving Cosmic Web from Galaxy Surveys, MNRAS, 2021. https://ui.adsabs.harvard.edu/abs/2020MNRAS.tmp.3630K/abstract – Arxiv: https://arxiv.org/pdf/1911.00284.pdf


Provided by IAC

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