Beyond Quantum Noise Spectroscopy: modelling and mitigating noise with quantum feature engineering

Understand

The ability to use quantum technology to achieve useful tasks, be they scientific or industry related, boils down to precise quantum control.

• In general it is difficult to assess a proposed solution due to the difficulties in characterising the quantum system or device.
• These arise because of the impossibility to characterise certain components in situ, and are exacerbated by noise induced by the environment and active controls.
• Here we present a general purpose characterisation and control solution making use of a novel deep learning framework composed of quantum features.