Dark energy research is at the forefront of modern astrophysics, unraveling the mysteries behind the universe’s accelerated expansion.This enigmatic force, believed to constitute a significant portion of the cosmos, has profound implications for cosmology studies, particularly in our understanding of matter distribution.