The PGI-2 team of superconducting qubit theory, coordinated by Dr. Ansari https://sites.google.com/site/mansari , is renowned for its expertise in accurately modeling such processors. The group specializes in integrating machine learning techniques with circuit QED theory to identify optimal regimes for hardware control and development. With their exceptional skills in device modeling, the team significantly contributes to the success of all experimental partners in the project.