activity
20092023
most citedLearning Quantum Systems

160 citations · 1.3k across the 30 of their papers we have counts for

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Showing cond-mat.mes-hallShow all

23 papers · 1 filter

cond-mat.mes-hall2022★ 4 cited

All rf-based tuning algorithm for quantum devices using machine learning

Barnaby van Straaten, Federico Fedele, Florian Vigneau +7

Radio-frequency measurements could satisfy DiVincenzo's readout criterion in future large-scale solid-state quantum processors, as they allow for high bandwidths and frequency mult…

cond-mat.mes-hall2022★ 8 cited

Stability of long-sustained oscillations induced by electron tunneling

Jorge Tabanera-Bravo, Florian Vigneau, Juliette Monsel +9

Self-oscillations are the result of an efficient mechanism generating periodic motion from a constant power source. In quantum devices, these oscillations may arise due to the inte…

cond-mat.mes-hall2022★ 113 cited

Probing quantum devices with radio-frequency reflectometry

Florian Vigneau, Federico Fedele, Anasua Chatterjee +5

Many important phenomena in quantum devices are dynamic, meaning that they cannot be studied using time-averaged measurements alone. Experiments that measure such transient effects…

cond-mat.mes-hall2022★ 11 cited

Identifying Pauli spin blockade using deep learning

Jonas Schuff, Dominic T. Lennon, Simon Geyer +9

Pauli spin blockade (PSB) can be employed as a great resource for spin qubit initialisation and readout even at elevated temperatures but it can be difficult to identify. We presen…

cond-mat.mes-hall2021★ 14 cited

Bridging the reality gap in quantum devices with physics-aware machine learning

D. L. Craig, H. Moon, F. Fedele +9

The discrepancies between reality and simulation impede the optimisation and scalability of solid-state quantum devices. Disorder induced by the unpredictable distribution of mater…

cond-mat.mes-hall2021★ 67 cited

Dynamics of hole singlet triplet qubits with large g-factor differences

Daniel Jirovec, Philipp M. Mutter, Andrea Hofmann +8

The spin-orbit interaction is the key element for electrically tunable spin qubits. Here we probe the effect of cubic Rashba spin-orbit interaction on mixing of the spin states by…