[Mo-P2-G] Control and Dynamics in Quantum Devices

5:00 PM - 5:30 PM JST(8:00 AM - 8:30 AM UTC)

[Mo-P2-G-05 (Invited)] Machine Learning for Autonomous Quantum Device Operation

〇Natalia Ares¹ (1. University of Oxford (UK))

Manual tuning of millions of semiconductor qubits is infeasible. We demonstrate autonomous spin qubit tuning, mapping qubit properties across a broad range of operational regimes. Machine learning further bridges simulation and experiment and enables digital twin frameworks.