4.6k citations · 31.4k across the 155 of their papers we have counts for
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Scalable Quantum Simulation of Molecular Energies
P. J. J. O'Malley, R. Babbush, I. D. Kivlichan +27
We report the first electronic structure calculation performed on a quantum computer without exponentially costly precompilation. We use a programmable array of superconducting qub…
Faster than Classical Quantum Algorithm for dense Formulas of Exact Satisfiability and Occupation Problems
Salvatore Mandrà, Gian Giacomo Guerreschi, Alán Aspuru-Guzik
We present an exact quantum algorithm for solving the Exact Satisfiability (XSAT) problem, which belongs to the important NP-complete complexity class. The algorithm is based on an…
Microwave Boson Sampling
Borja Peropadre, Gian Giacomo Guerreschi, Joonsuk Huh +1
The first post-classical computation will most probably be performed not on a universal quantum computer, but rather on a dedicated quantum hardware. A strong candidate for achievi…
The role of interparticle interaction and environmental coupling in a two-particle open quantum system
Humberto G. Laguna, Robin P. Sagar, David D. Tempel +1
The effects of bath coupling on an interacting two-particle quantum system are studied using tools from information theory. Shannon entropies of the one (reduced) and two-particle…
The theory of variational hybrid quantum-classical algorithms
Jarrod R. McClean, Jonathan Romero, Ryan Babbush +1
Many quantum algorithms have daunting resource requirements when compared to what is available today. To address this discrepancy, a quantum-classical hybrid optimization scheme kn…
Convolutional Networks on Graphs for Learning Molecular Fingerprints
David Duvenaud, Dougal Maclaurin, Jorge Aguilera-Iparraguirre +4
We introduce a convolutional neural network that operates directly on graphs. These networks allow end-to-end learning of prediction pipelines whose inputs are graphs of arbitrary…