Barren plateaus in quantum neural network training landscapes

Characterizing quantum supremacy in near-term devices

(2018) Sergio Boixo et al.   Nature Physics

Application of fermionic marginal constraints to hybrid quantum algorithms

(2018) Nicholas C Rubin et al.   NEW JOURNAL OF PHYSICS

Quantum Simulation of Electronic Structure with Linear Depth and Connectivity

(2018) Ian D. Kivlichan et al.   PHYSICAL REVIEW LETTERS

Cloud Quantum Computing of an Atomic Nucleus

(2018) E. F. Dumitrescu et al.   PHYSICAL REVIEW LETTERS

Witnessing eigenstates for quantum simulation of Hamiltonian spectra

(2018) Raffaele Santagati et al.   Science Advances

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

(2017) Abhinav Kandala et al.   NATURE

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

Chaos and complexity by design

(2017) Daniel A. Roberts et al.   JOURNAL OF HIGH ENERGY PHYSICS

The theory of variational hybrid quantum-classical algorithms

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Progress towards practical quantum variational algorithms

(2015) Dave Wecker et al.   PHYSICAL REVIEW A

Exploiting Locality in Quantum Computation for Quantum Chemistry

(2014) Jarrod R. McClean et al.   Journal of Physical Chemistry Letters

A variational eigenvalue solver on a photonic quantum processor

(2014) Alberto Peruzzo et al.   Nature Communications

Random Quantum Circuits are Approximate 2-designs

(2009) Aram W. Harrow et al.   COMMUNICATIONS IN MATHEMATICAL PHYSICS

Are Random Pure States Useful for Quantum Computation?

(2009) Michael J. Bremner et al.   PHYSICAL REVIEW LETTERS

Most Quantum States Are Too Entangled To Be Useful As Computational Resources

(2009) D. Gross et al.   PHYSICAL REVIEW LETTERS