Colloquium: Advances in automation of quantum dot devices control
Arrays of quantum dots (QDs) are a promising candidate system to realize scalable, coupled
qubit systems and serve as a fundamental building block for quantum computers. In such …
qubit systems and serve as a fundamental building block for quantum computers. In such …
Autonomous estimation of high-dimensional coulomb diamonds from sparse measurements
A Chatterjee, F Ansaloni, T Rasmussen, B Brovang… - Physical Review …, 2022 - APS
Quantum dot arrays possess ground states governed by Coulomb energies, utilized
prominently by singly occupied quantum dots, each implementing a spin qubit. For such …
prominently by singly occupied quantum dots, each implementing a spin qubit. For such …
Robust quantum dots charge autotuning using neural network uncertainty
V Yon, B Galaup, C Rohrbacher, J Rivard… - Machine Learning …, 2024 - iopscience.iop.org
This study presents a machine-learning-based procedure to automate the charge tuning of
semiconductor spin qubits with minimal human intervention, addressing one of the …
semiconductor spin qubits with minimal human intervention, addressing one of the …
Learning Coulomb diamonds in large quantum dot arrays
We introduce an algorithm that is able to find the facets of Coulomb diamonds in quantum
dot arrays. We simulate these arrays using the constant-interaction model, and rely only on …
dot arrays. We simulate these arrays using the constant-interaction model, and rely only on …
Theoretical bounds on data requirements for the ray-based classification
The problem of classifying high-dimensional shapes in real-world data grows in complexity
as the dimension of the space increases. For the case of identifying convex shapes of …
as the dimension of the space increases. For the case of identifying convex shapes of …
[PDF][PDF] Autonomous tuning of gate-controlled quantum dots and Hall bars
TR Rasmussen - nbi.ku.dk
The race for quantum supremacy is on and while many different possible platforms for
implementation are suggested, the platform we have chosen is semiconducting devices [11 …
implementation are suggested, the platform we have chosen is semiconducting devices [11 …