The quantum computer technology transformation has indeed initiated an era of unmatched computational possibilities confined to theoretical physics. Today's quantum systems are showcasing impressive abilities across varied industries and domains, representing an essential shift in the way we tackle complex problem-solving. The theoretical roots of