Active-Learning Inspired $\text{Ab Initio}$ Theory-Experiment Loop Approach for Management of Material Defects: Application to Superconducting Qubits

Sarvesh Chaudhari, Cristóbal Méndez, Rushil Choudhary +11

Surface oxides are associated with two-level systems (TLSs) that degrade the performance of niobium-based superconducting quantum computing devices. To address this, we introduce a…