Variational Multi-Gaussian Lindbladian Dynamics & Sub-100ns Transmon Readout Pulse Synthesizer
Automatic Differentiation synthesized pulse envelope with active cavity ring-up & ring-down depletion
Slow asymptotic exponential ring-up (\(\sim 5 / \kappa\)) and long ring-down tail inducing measurement crosstalk on adjacent qubits.
Fast overshoot drive injection (15ns) reaching saturation instantly, followed by a reverse active-depletion pulse at 70ns.
Eliminates \(T_1\) transmon state relaxation during measurement. Directly improves distance-3 surface code syndrome cycles.