Quantum Coherence Lab

Zumbühl Group

 

Fully automatic tuning of a quantum device faster than human experts, Nature Comms

Robots taking over the quantum transport lab: In an up to 8D space, our machine learning algorithm tunes the device typically in under 70 minutes, surpassing our best human benchmark (although both human and machine performance can be improved). This also yields a quantitative measurement of device variability, from one device to another and after thermal cycling. Collaboration lead by Natalia Ares (Oxford) with DeepMind, Lancaster and Basel.
Nature Comms and Oxford press release.