13 citations · 33 across the 11 of their papers we have counts for
4 papers · 1 filter
Avoiding Dilution: Using Diffusion and Vision Transformers to resolve Majorana Features in Nanowires at High Temperature
Jacob R. Taylor, Haining Pan, Jay D. Sau +1
Identifying Majorana zero modes in semiconductor--superconductor nanowires requires ultra-low temperature transport measurements in dilution refrigerators, making device screening…
Towards a microscopic model for an electronic quantum charge liquid
Jacob R. Taylor, Sankar Das Sarma, Seth Musser
We provide a route to constructing an electronic quantum charge liquid (QCL), a state made up of fermions at fractional filling of a lattice that does not break translation. Starti…
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…
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…