SLSim: a strong lensing population simulation package

TL;DR

SLSim is a versatile, efficient simulation tool designed to generate realistic synthetic strong gravitational lens populations, aiding upcoming large-scale surveys and research in cosmology and dark matter distribution.

Contribution

This paper introduces SLSim, a new modular simulation package tailored for the Vera C. Rubin Observatory, capable of modeling static and variable lensing scenarios with validated accuracy.

Findings

SLSim accurately reproduces observed lensing phenomena.

The tool is computationally efficient for large-scale simulations.

SLSim is publicly available for community use and development.

Abstract

Gravitational lensing offers unique insights into cosmology by bending light around massive objects. Strong gravitational lensing, in particular, produces magnified and often multiple images of distant sources, crucial for precise cosmological measurements and understanding the distribution of dark matter in the universe. Current studies are limited by the number of strong gravitational lenses. From upcoming cosmological surveys, we anticipate observing a several orders of magnitude increase in the number of lenses, for both static and transient phenomena. However, detecting and analyzing these events from vast surveys like Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) presents significant challenges. To prepare for these challenges, we introduce SLSim, a versatile simulation tool tailored for the Vera C. Rubin Observatory. SLSim integrates advanced astrophysical models with computational efficiency to generate synthetic strong lens populations under realistic observational conditions. SLSim simulates static and variable lensing scenarios, essential for cosmological studies, training and testing lens search and data analysis pipelines. This paper details SLSim,'s design and implementation, emphasizing its modularity and capabilities across various astrophysical regimes. Validation against observational data and existing simulations confirms SLSim's accuracy in reproducing observed lensing phenomena. SLSim is publicly available at https://github.com/LSST-strong-lensing/slsim, and we anticipate continued development and expansion of its capabilities. Users are encouraged to check the repository for updates and to contribute to ongoing community efforts in strong lensing simulations.