Scientific computing is now embarked upon a transformative age marked by quantum mechanical principles applied to real-world challenges. Researchers worldwide are leveraging these advanced systems to tackle challenges previously considered computationally difficult to solve. The technical framework underlying modern quantum computers like the IBM