Published in npj Quantum Information: Efficiently measuring a quantum device using machine learning
Machine learning algorithm performing fully automatic measurements on the GaAs quantum dot, guessing most informative measurements using probabilistic deep-generative model, giving a speed-up of about a factor of 4. Collaboration with Natalia Ares' team (Oxford), Edward Laird (Lancaster) and our Basel team... with fully automated measurements, we hope to facilitate scaling to a large number of qubits. npj Quantum Information volume 5, Article number: 79 (2019).
SNI News "Machine Learning at the Quantum Lab"...