Wigner's Semicircle Law describes the Distribution of eigenvalues of Large random symmetric matrices, stating that as the Matrix size increases, the Density of eigenvalues approaches a Semicircular Distribution. This law is foundational in Random Matrix Theory and has Applications In Physics, particularly in understanding Energy levels in heavy nuclei and Quantum Chaos.