Bridging the Reality Gap in Quantum Devices with Physics-Aware Machine Learning

The discrepancies between reality and simulation impede the optimization and scalability of solid-state quantum devices. Disorder induced by the unpredictable distribution of material defects is one of the major contributions to the reality gap. We bridge this gap using physics-aware machine learnin...

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Bibliographic Details
Main Authors: D. L. Craig, H. Moon, F. Fedele, D. T. Lennon, B. van Straaten, F. Vigneau, L. C. Camenzind, D. M. Zumbühl, G. A. D. Briggs, M. A. Osborne, D. Sejdinovic, N. Ares
Format: Article
Language:English
Published: American Physical Society 2024-01-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.14.011001