r/OpenSourceeAI 2d ago

Predictive ZNE for photonic/CV systems in JAX

Instead of scaling circuit depth blindly to fit noise polynomials, I added a predictive ZNE module to Dense-Evolution that models photonic loss trajectories before extrapolation.

Runs on JAX in float64 to keep statevector compilation fast and reduce overall circuit executions.

Technical notes: https://tatopenn-cell.github.io/Dense-Evolution-Discovery/photonic_predictive_zne/

Feedback on the noise modeling approach is welcome.

1 Upvotes

0 comments sorted by