The significance of using models in scientific research lies in their ability to simplify complex systems and phenomena. Models can be physical, conceptual, or mathematical, allowing researchers to make predictions, test hypotheses, and visualize relationships within data. They help scientists understand processes that may be difficult to observe directly, facilitating exploration and advancing knowledge across various scientific disciplines.