analiza aiqbench

The study uses classical and quantum simulations of a spin-1/2 chain to show that certain noise models, such as phase-flip and Haar-random noise, can speed up thermalization and help prepare Gibbs states. The reported 3.5x speedup applies to one non-integrable model, and the integrable model reaches a thermal state only because of noise. These are simulation results on small systems, so the practical value for near-term hardware depends on validation on real devices and on whether the effect holds across other noise types and system sizes.