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The semiconductor industry is undergoing continuous transformation as demand rises for faster, smaller, and more energy-efficient integrated circuits. Technologies such as artificial intelligence, 5G communication, automotive electronics, and high-performance computing rely heavily on advanced chip design. At the center of these innovations is VLSI