The landscape of computational advancements continues to evolve at an unprecedented pace, with quantum computing applications surfacing as key players of future innovation. These cutting-edge computing paradigms promise to revolutionize our handling of complex problem-solving across numerous industries. The possible uses diverge into drug discovery