731 citations
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17 papers · 1 filter
Optimization of Quantum-dot Qubit Fabrication via Machine Learning
Antonio B. Mei, Ivan Milosavljevic, Amanda L. Simpson +6
Precise nanofabrication represents a critical challenge to developing semiconductor quantum-dot qubits for practical quantum computation. Here, we design and train a convolutional…
Electrical control of the -tensor of a single hole in a silicon MOS quantum dot
S. D. Liles, F. Martins, D. S. Miserev +11
Single holes confined in semiconductor quantum dots are a promising platform for spin qubit technology, due to the electrical tunability of the -factor of holes. However, the un…
Achieving a quantum smart workforce
Clarice D. Aiello, D. D. Awschalom, Hannes Bernien +29
Interest in building dedicated Quantum Information Science and Engineering (QISE) education programs has greatly expanded in recent years. These programs are inherently convergent,…
Detuning Axis Pulsed Spectroscopy of Valley-Orbital States in Si/SiGe Quantum Dots
Edward H. Chen, Kate Raach, Andrew Pan +16
Silicon quantum dot qubits must contend with low-lying valley excited states which are sensitive functions of the quantum well heterostructure and disorder; quantifying and maximiz…
Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning
Navid Naderializadeh, Fan H. Hung, Sean Soleyman +1
We propose a novel framework for value function factorization in multi-agent deep reinforcement learning (MARL) using graph neural networks (GNNs). In particular, we consider the t…
Coherent control and spectroscopy of a semiconductor quantum dot Wigner molecule
J. Corrigan, J. P. Dodson, H. Ekmel Ercan +12
Multi-electron semiconductor quantum dots have found wide application in qubits, where they enable readout and enhance polarizability. However, coherent control in such dots has ty…