Karnaugh Maps simplifies boolean expressions by grouping adjacent minterms (or maxterms) to identify common patterns for circuit optimization. Karnaugh Maps are particularly effective for simplifying larger boolean functions with multiple variables, as they provide a visual representation that aids in identifying patterns and minimizing logic gates.