Identification of light sources using machine learning

Pattern Recognition Techniques for Boson Sampling Validation

(2019) Iris Agresti et al.   Physical Review X

Optimal Imaging of Remote Bodies Using Quantum Detectors

(2019) L. A. Howard et al.   PHYSICAL REVIEW LETTERS

Multiphoton quantum-state engineering using conditional measurements

(2019) Omar S. Magaña-Loaiza et al.   npj Quantum Information

Accurate Detection of Arbitrary Photon Statistics

(2019) Josef Hloušek et al.   PHYSICAL REVIEW LETTERS

Thresholded Quantum LIDAR: Exploiting Photon-Number-Resolving Detection

(2019) Lior Cohen et al.   PHYSICAL REVIEW LETTERS

Quantum imaging and information

(2019) Omar S Magaña-Loaiza et al.   REPORTS ON PROGRESS IN PHYSICS

Machine learning and the physical sciences

(2019) Giuseppe Carleo et al.   REVIEWS OF MODERN PHYSICS

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Turbulence correction with artificial neural networks

(2018) Sanjaya Lohani et al.   OPTICS LETTERS

Experimental Machine Learning of Quantum States

(2018) Jun Gao et al.   PHYSICAL REVIEW LETTERS

Active learning machine learns to create new quantum experiments

(2018) Alexey A. Melnikov et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Experimental Phase Estimation Enhanced by Machine Learning

(2018) Alessandro Lumino et al.   Physical Review Applied

Compressive characterization of telecom photon pairs in the spatial and spectral degrees of freedom

(2018) Nicola Montaut et al.   Optica

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

Quantum-enhanced interferometry with weak thermal light

(2017) Seyed Mohammad Hashemi Rafsanjani et al.   Optica

Optimal detection strategy for super-resolving quantum lidar

(2016) Q. Wang et al.   JOURNAL OF APPLIED PHYSICS

Quantum-Enhanced Machine Learning

(2016) Vedran Dunjko et al.   PHYSICAL REVIEW LETTERS

Quantum Optical Technologies for Metrology, Sensing, and Imaging

(2015) Jonathan P. Dowling et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Bayesian approach to Boson sampling validation

(2015) Marco Bentivegna et al.   INTERNATIONAL JOURNAL OF QUANTUM INFORMATION

Direct observation of the degree of correlations using photon-number-resolving detectors

(2013) L. Dovrat et al.   PHYSICAL REVIEW A

Measurements of the dependence of the photon-number distribution on the number of modes in parametric down-conversion

(2012) L. Dovrat et al.   OPTICS EXPRESS

Machine Learning for Precise Quantum Measurement

(2010) Alexander Hentschel et al.   PHYSICAL REVIEW LETTERS

Quantum optical metrology – the lowdown on high-N00N states

(2008) Jonathan P. Dowling   CONTEMPORARY PHYSICS