Dimensionless numbers are ratios of quantities that allow for the comparison of different physical systems without the need for specific units, facilitating the analysis of similarity and scaling in scientific and engineering contexts. They are crucial in fields like fluid dynamics, thermodynamics, and material science for simplifying complex equations and enabling the application of empirical correlations across various conditions.