Evaluation of synthetic and experimental training data in supervised machine learning applied to charge state detection of quantum dots

Jana Darulova, Matthias Troyer, Maja C. Cassidy

Automated tuning of gate-defined quantum dots is a requirement for large scale semiconductor based qubit initialisation. An essential step of these tuning procedures is charge stat…