2 papers
quant-ph2021
Benchmarking quantum tomography completeness and fidelity with machine learning
Yong Siah Teo, Seongwook Shin, Hyunseok Jeong +8
We train convolutional neural networks to predict whether or not a set of measurements is informationally complete to uniquely reconstruct any given quantum state with no prior inf…
quant-ph2020
Highly accurate Gaussian process tomography with geometrical sets of coherent states
Yong Siah Teo, Kimin Park, Seongwook Shin +2
We propose a practical strategy for choosing sets of input coherent states that are near-optimal for reconstructing single-mode Gaussian quantum processes with output-state heterod…