[HTML][HTML] A perspective on multiparameter quantum metrology: From theoretical tools to applications in quantum imaging

F Albarelli, M Barbieri, MG Genoni, I Gianani - Physics Letters A, 2020 - Elsevier
The interest in a system often resides in the interplay among different parameters governing
its evolution. It is thus often required to access many of them at once for a complete …

Integrated tool set for control, calibration, and characterization of quantum devices applied to superconducting qubits

N Wittler, F Roy, K Pack, M Werninghaus, AS Roy… - Physical Review …, 2021 - APS
Efforts to scale-up quantum computation have reached a point where the principal limiting
factor is not the number of qubits, but the entangling gate infidelity. However, the highly …

Learning feedback control strategies for quantum metrology

A Fallani, MAC Rossi, D Tamascelli, MG Genoni - PRX Quantum, 2022 - APS
We consider the problem of frequency estimation for a single bosonic field evolving under a
squeezing Hamiltonian and continuously monitored via homodyne detection. In particular …

Restoring Heisenberg scaling in noisy quantum metrology by monitoring the environment

F Albarelli, MAC Rossi, D Tamascelli, MG Genoni - Quantum, 2018 - quantum-journal.org
We study quantum frequency estimation for N qubits subjected to independent Markovian
noise, via strategies based on time-continuous monitoring of the environment. Both physical …

Daemonic ergotropy in continuously monitored open quantum batteries

D Morrone, MAC Rossi, MG Genoni - Physical Review Applied, 2023 - APS
The amount of work that can be extracted from a quantum system can be increased by
exploiting the information obtained from a measurement performed on a correlated ancillary …

Magnetic-field learning using a single electronic spin in diamond with one-photon readout at room temperature

R Santagati, AA Gentile, S Knauer, S Schmitt… - Physical Review X, 2019 - APS
Nitrogen-vacancy (NV) centers in diamond are appealing nanoscale quantum sensors for
temperature, strain, electric fields, and, most notably, magnetic fields. However, the …

Noisy quantum metrology enhanced by continuous nondemolition measurement

MAC Rossi, F Albarelli, D Tamascelli, MG Genoni - Physical Review Letters, 2020 - APS
We show that continuous quantum nondemolition (QND) measurement of an atomic
ensemble is able to improve the precision of frequency estimation even in the presence of …

Parameter estimation by learning quantum correlations in continuous photon-counting data using neural networks

E Rinaldi, MG Lastre, SG Herreros, S Ahmed… - arxiv preprint arxiv …, 2023 - arxiv.org
We present an inference method utilizing artificial neural networks for parameter estimation
of a quantum probe monitored through a single continuous measurement. Unlike existing …

Adaptive measurement filter: efficient strategy for optimal estimation of quantum Markov chains

A Godley, M Guta - Quantum, 2023 - quantum-journal.org
Continuous-time measurements are instrumental for a multitude of tasks in quantum
engineering and quantum control, including the estimation of dynamical parameters of open …

Parameter estimation from quantum-jump data using neural networks

E Rinaldi, MG Lastre, SG Herreros… - Quantum Science …, 2024 - iopscience.iop.org
We present an inference method utilizing artificial neural networks for parameter estimation
of a quantum probe monitored through a single continuous measurement. Unlike existing …