Kolmogorov's 1941 Theory, often called K41, provides a statistical framework for understanding the energy cascade in turbulent flows, postulating that in the inertial subrange, the energy spectrum follows a -5/3 power law. This theory laid the foundation for modern turbulence research, offering critical insights into the scale invariance and universality of turbulence at high Reynolds numbers.