activity
20182026
most citedExperimental neural network enhanced quantum tomography

175 citations · 438 across the 10 of their papers we have counts for

collaborators

10 papers

physics.atom-ph2026

Precision spectroscopy of a trapped Yb ion using a bath of ultracold atoms

Egor Kovlakov, Rene Gerritsma

We demonstrate precision laser spectroscopy of a trapped Yb ion that is not directly laser cooled by coupling it to ultracold atoms. The atomic bath continuously cools…

quant-ph2021★ 10 cited

Dynamics of a spin qubit in an optical dipole trap

L. V. Gerasimov, R. R. Yusupov, I. B. Bobrov +5

We present a theoretical investigation of coherent dynamics of a spin qubit encoded in hyperfine sublevels of an alkali-metal atom in a far off-resonant optical dipole trap. The qu…

quant-ph2021★ 2 cited

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★ 95 cited

Experimental Estimation of Quantum State Properties from Classical Shadows

G. I. Struchalin, Ya. A. Zagorovskii, E. V. Kovlakov +2

Full quantum tomography of high-dimensional quantum systems is experimentally infeasible due to the exponential scaling of the number of required measurements on the number of qubi…

quant-ph2019★ 29 cited

Objective Compressive Quantum Process Tomography

Y. S. Teo, G. I. Struchalin, E. V. Kovlakov +6

We present a compressive quantum process tomography scheme that fully characterizes any rank-deficient completely-positive process with no a priori information about the process ap…

quant-ph2019★ 30 cited

Idealised EPR states from non-phase matched parametric down conversion

C. Okoth, E. Kovlakov, F. Boensel +4

Entanglement of high dimensional states is becoming increasingly important for quantum communication and computing. The most common source of entangled photons is spontaneous param…