analiza aiqbench

This framework demonstrates that a single qubit can effectively simulate complex driven many-body quantum systems, significantly reducing computational costs compared to traditional simulations. By leveraging dissipative quantum reservoir computing, the approach learns input-output maps directly from data rather than relying on detailed microscopic models. While current results are promising for nonlinear phenomena like High-Harmonic Generation, the method's scalability to larger multi-qubit scenarios remains an open question for future research.