Machine learning meets quantum physics

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Machine Learning Detection of Bell Nonlocality in Quantum Many-Body Systems

(2018) Dong-Ling Deng   PHYSICAL REVIEW LETTERS

Quantum machine learning: a classical perspective

(2018) Carlo Ciliberto et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Machine learning & artificial intelligence in the quantum domain: a review of recent progress

(2018) Vedran Dunjko et al.   REPORTS ON PROGRESS IN PHYSICS

A quantum machine learning algorithm based on generative models

(2018) X. Gao et al.   Science Advances

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

Learning phase transitions by confusion

(2017) Evert P. L. van Nieuwenburg et al.   Nature Physics

Machine learning phases of matter

(2017) Juan Carrasquilla et al.   Nature Physics

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Efficient representation of quantum many-body states with deep neural networks

(2017) Xun Gao et al.   Nature Communications

Quantum Entanglement in Neural Network States

(2017) Dong-Ling Deng et al.   Physical Review X

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

The density-matrix renormalization group in the age of matrix product states

(2010) Ulrich Schollwöck   ANNALS OF PHYSICS

Quantum Algorithm for Linear Systems of Equations

(2009) Aram W. Harrow et al.   PHYSICAL REVIEW LETTERS