Notebooks# These notebooks demonstrate integration to other relevant tools for design and simulations. Table of Contents Circuit Simulation with QPDK Setup Individual Component Models Coupled Resonator Model Building a Custom Resonator Circuit Model Comparison to Qucs-S Discover Test Suites Model Comparison Summary Optuna Optimization of Interdigital Capacitor Simulation Layout Setup Optuna Objective Function Palace imulation settings Main Execution and Optuna Study Resonator frequency estimation models Probelines weakly coupled to \(\lambda/4\) resonator Optimizer for given resonance frequency Superconducting Qubit Parameter Calculations with scqubits TunableTransmon Qubit Parameters Parameter Sweep: Flux Dependence Coupled Qubit-Resonator System Physical (Lumped-element) Parameter Extraction References