89 citations · 89 across the 5 of their papers we have counts for
4 papers · 1 filter
Large Scale Optimization of Disordered Hubbard Models through Tensor and Neural Networks
Jacob R. Taylor, Sankar Das Sarma
We theoretically demonstrate a practical method for tuning randomly disordered 2D quantum-dot grids underlying spin qubit platforms using vision-based neural networks trained on te…
Singlet-only always-on gapless exchange (SAGE) spin qubits: Charge noise effects and two-qubit gates
Nathan L. Foulk, Katharina Laubscher, Silas Hoffman +1
Singlet-only always-on gapless exchange (SAGE) spin qubits are an alternative type of exchange-only (EO) qubits that encode a single qubit in the spins of four electrons located in…
Predicting spin-orbit coupling in hole spin qubit arrays with vision-transformer-based neural networks on a generalized Hubbard model
Jacob R. Taylor, Katharina Laubscher, Sankar Das Sarma
We introduce a neural-network-based machine learning method to predict the effective spin-orbit coupling (SOC) strength in hole quantum dot arrays from standard charge stability di…
Quantum control of donor electrons at the Si-SiO2 interface
M. J. Calderon, Belita Koiller, Xuedong Hu +1
Prospects for the quantum control of electrons in the silicon quantum computer architecture are considered theoretically. In particular, we investigate the feasibility of shuttling…