Stochastic gradient descent for hybrid quantum-classical optimization

An Adaptive Optimizer for Measurement-Frugal Variational Algorithms

(2020) Jonas M. Kübler et al.   Quantum

Supervised learning with quantum-enhanced feature spaces

(2019) Vojtěch Havlíček et al.   NATURE

Self-verifying variational quantum simulation of lattice models

(2019) C. Kokail et al.   NATURE

Random Compiler for Fast Hamiltonian Simulation

(2019) Earl Campbell   PHYSICAL REVIEW LETTERS

Quantum supremacy using a programmable superconducting processor

(2019) Frank Arute et al.   NATURE

Training of quantum circuits on a hybrid quantum computer

(2019) D. Zhu et al.   Science Advances

Parameterized quantum circuits as machine learning models

(2019) Marcello Benedetti et al.   Quantum Science and Technology

A blueprint for demonstrating quantum supremacy with superconducting qubits

(2018) C. Neill et al.   SCIENCE

Architectures for Quantum Simulation Showing a Quantum Speedup

(2018) Juan Bermejo-Vega et al.   Physical Review X

Observation of a many-body dynamical phase transition with a 53-qubit quantum simulator

(2017) J. Zhang et al.   NATURE

Probing many-body dynamics on a 51-atom quantum simulator

(2017) Hannes Bernien et al.   NATURE

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

(2017) Abhinav Kandala et al.   NATURE

Quantum Supremacy for Simulating a Translation-Invariant Ising Spin Model

(2017) Xun Gao et al.   PHYSICAL REVIEW LETTERS

The theory of variational hybrid quantum-classical algorithms

(2016) Jarrod R McClean et al.   NEW JOURNAL OF PHYSICS

Average-Case Complexity Versus Approximate Simulation of Commuting Quantum Computations

(2016) Michael J. Bremner et al.   PHYSICAL REVIEW LETTERS

A variational eigenvalue solver on a photonic quantum processor

(2014) Alberto Peruzzo et al.   Nature Communications

Quantum-circuit design for efficient simulations of many-body quantum dynamics

(2012) Sadegh Raeisi et al.   NEW JOURNAL OF PHYSICS

Entropy Scaling and Simulability by Matrix Product States

(2008) Norbert Schuch et al.   PHYSICAL REVIEW LETTERS