aiqbench analysis

This hybrid quantum-classical framework significantly reduces noise in molecular simulations by enforcing N-representability constraints through efficient semidefinite programming. By purifying noisy data from imperfect hardware, the method achieves near full configuration-interaction accuracy for ground-state energies and scattering intensities, offering a practical pathway toward quantum advantage in complex chemical modeling.