The quantum computing transformation has initiated an era of unprecedented computational possibilities confined to theoretical physics. Today's quantum systems are showcasing impressive capabilities through diverse sectors and fields, marking a fundamental shift in how we approach complex analytical issues. The fundamental concepts behind quantum