The Variational Quantum Eigensolver (VQE) algorithm represents a hybrid quantum-classical approach aimed at finding the ground state energy of a given Hamiltonian . This algorithm leverages the strengths of both quantum and classical computation, making it particularly promising for near-term quantum devices, also known as Noisy Intermediate-Scale Quantum (NISQ) devices. The expectation value plays a