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Comparative Lattice Analysis of SU(2) Dark Glueball

Offered By: BIMSA via YouTube

Tags

Lattice QCD Courses Machine Learning Courses Dark Matter Courses Monte Carlo Methods Courses

Course Description

Overview

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Explore a comprehensive lattice analysis of SU(2) dark glueballs as potential dark matter candidates in this hour-long conference talk. Delve into the study of mass and scattering cross-sections using lattice simulations, comparing both naive and improved SU(2) gauge actions in 3+1 dimensions across various β values. Examine the implementation of traditional Monte Carlo methods alongside flow-based models utilizing machine learning techniques for generating lattice configurations. Investigate the calculation of dark scalar glueball mass with JPC = 0++ and the NBS wave function, with a specific focus on the coupling constant β = 2.2 to illustrate the comparison between configuration generation methods. Learn about the extraction of glueball interaction potential and two-body scattering cross-section using the Runge-Kutta method. Discover the lower bound of scalar glueball mass as dark matter candidates derived from observational constraints.

Syllabus

Wei Wang: A comparative lattice analysis of S U ( 2 ) SU(2) dark glueball #ICBS2024


Taught by

BIMSA

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