Automated signal-to-noise ratio-based optimization of traveling-wave parametric amplifiers for multiplexed qubit readout.
Scaling superconducting quantum processors to hundreds of qubits requires frequency-multiplexed readout architectures, where the non-uniform gain profile of Traveling-Wave Parametric Amplifiers (TWPAs) creates a critical bottleneck. We present an automated optimization framework that addresses the weakest link problem...