Using a Recurrent Neural Network to Reconstruct Quantum Dynamics of a Superconducting Qubit from Physical Observations

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Dynamics of a qubit while simultaneously monitoring its relaxation and dephasing

(2018) Q. Ficheux et al.   Nature Communications

Reinforcement Learning with Neural Networks for Quantum Feedback

(2018) Thomas Fösel et al.   Physical Review X

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

Neural Decoder for Topological Codes

(2017) Giacomo Torlai et al.   PHYSICAL REVIEW LETTERS

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Neural Network Probabilistic Decoder for Stabilizer Codes

(2017) Stefan Krastanov et al.   Scientific Reports

Quantum dynamics of simultaneously measured non-commuting observables

(2016) Shay Hacohen-Gourgy et al.   NATURE

Efficient quantum filtering for quantum feedback control

(2015) Pierre Rouchon et al.   PHYSICAL REVIEW A

Forward-backward analysis of the photon-number evolution in a cavity

(2015) T. Rybarczyk et al.   PHYSICAL REVIEW A

Machine Learning for Discriminating Quantum Measurement Trajectories and Improving Readout

(2015) Easwar Magesan et al.   PHYSICAL REVIEW LETTERS

Quantum State Smoothing

(2015) Ivonne Guevara et al.   PHYSICAL REVIEW LETTERS

Prediction and Retrodiction for a Continuously Monitored Superconducting Qubit

(2015) D. Tan et al.   PHYSICAL REVIEW LETTERS

Mapping the optimal route between two quantum states

(2014) S. J. Weber et al.   NATURE

Observing Interferences between Past and Future Quantum States in Resonance Fluorescence

(2014) P. Campagne-Ibarcq et al.   PHYSICAL REVIEW LETTERS

Observing single quantum trajectories of a superconducting quantum bit

(2013) K. W. Murch et al.   NATURE

Past Quantum States of a Monitored System

(2013) Søren Gammelmark et al.   PHYSICAL REVIEW LETTERS

Informational derivation of quantum theory

(2011) Giulio Chiribella et al.   PHYSICAL REVIEW A

Dispersive magnetometry with a quantum limited SQUID parametric amplifier

(2011) M. Hatridge et al.   PHYSICAL REVIEW B

Observation of High Coherence in Josephson Junction Qubits Measured in a Three-Dimensional Circuit QED Architecture

(2011) Hanhee Paik et al.   PHYSICAL REVIEW LETTERS

Time-Symmetric Quantum Theory of Smoothing

(2009) Mankei Tsang   PHYSICAL REVIEW LETTERS

Quantum trajectory approach to circuit QED: Quantum jumps and the Zeno effect

(2008) Jay Gambetta et al.   PHYSICAL REVIEW A