Wigner Semicircle Law describes the Distribution of eigenvalues of Large random symmetric matrices, showing that they tend to form a semicircle when plotted. This is a fundamental result in Random Matrix Theory with Applications In Physics, particularly in Quantum Mechanics and Statistical Mechanics.