Predicting many properties of a quantum system from very few measurements

Fast state tomography with optimal error bounds

(2020) M Guţă et al.   Journal of Physics A-Mathematical and Theoretical

Entanglement Detection beyond Measuring Fidelities

(2020) M. Weilenmann et al.   PHYSICAL REVIEW LETTERS

Self-verifying variational quantum simulation of lattice models

(2019) C. Kokail et al.   NATURE

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets

(2017) Abhinav Kandala et al.   NATURE

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

Many-Body Localization and Thermalization in Quantum Statistical Mechanics

(2015) Rahul Nandkishore et al.   Annual Review of Condensed Matter Physics

Direct Fidelity Estimation from Few Pauli Measurements

(2011) Steven T. Flammia et al.   PHYSICAL REVIEW LETTERS

Efficient quantum state tomography

(2010) Marcus Cramer et al.   Nature Communications

Entanglement detection

(2009) Otfried Gühne et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS