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Projects and Papers using OpenFermion

In this document we assemble known projects and papers that use OpenFermion to both provide example use cases and document the ways its helping to impact electronic structure on quantum computers. If you'd like to include your own projects or papers, please contact us or submit a pull request updating this page.

Projects

Hackathon Quantum Autoencoder

The winning project of the Rigetti quantum computing hackathon that combined OpenFermion with Rigetti's framework, compressing molecular representations with an autoencoder.

CUSP Implementation

Implementation of Compressed Unsupervised State Preparation (CUSP) protocol using OpenFermion and Cirq. CUSP uses the quantum autoencoder to synthesize more compact circuits to use for algorithms such as VQE.

Papers

Low Depth Quantum Simulation of Electronic Structure. Ryan Babbush, Nathan Wiebe, Jarrod McClean, James McClain, Hartmut Neven and Garnet Chan. arXiv:1706.00023 2017.

Improved Techniques for Preparing Eigenstates of Fermionic Hamiltonians. Dominic Berry, Mária Kieferová, Artur Scherer, Yuval Sanders, Guang Hao Low, Nathan Wiebe, Craig Gidney and Ryan Babbush. arXiv:1711.10460. 2017.

Bravyi-Kitaev Superfast simulation of fermions on a quantum computer. Kanav Setia, James D. Whitfield. arXiv:1712.00446v1. 2017

Quantum algorithms to simulate many-body physics of correlated fermions. Zhang Jiang, Kevin J. Sung, Kostyantyn Kechedzhi, Vadim N. Smelyanskiy, and Sergio Boixo. arXiv:1711.05395. 2017.

Quantum simulation of electronic structure with linear depth and connectivity. Ian D. Kivlichan, Jarrod McClean, Nathan Wiebe, Craig Gidney, Alán Aspuru-Guzik, Garnet Kin-Lic Chan, Ryan Babbush. arXiv:1711.04789 2017.

Application of fermionic marginal constraints to hybrid quantum algorithms Nicholas C. Rubin, Ryan Babbush, Jarrod McClean. arXiv:1801.03524 2018.

Strawberry Fields: A Software Platform for Photonic Quantum Computing Nathan Killoran, Josh Izaac, Nicolás Quesada, Ville Bergholm, Matthew Amy, and Christian Weedbrook arXiv:1804.03159 2018.

Encoding Electronic Spectra in Quantum Circuits with Linear T Complexity Ryan Babbush, Craig Gidney, Dominic W. Berry, Nathan Wiebe, Jarrod McClean, Alexandru Paler, Austin Fowler, Hartmut Neven arXiv:1805.03662 2018.

A Universal Quantum Computing Virtual Machine Qian-Tan Hong, Zi-Yong Ge, Wen Wang, Hai-Feng Lang, Zheng-An Wang, Yi Peng, Jin-Jun Chen, Li-Hang Ren, Yu Zeng, Liang-Zhu Mu, Heng Fan arXiv:1806.06511 2018.

Accounting for Errors in Quantum Algorithms via Individual Error Reduction Matthew Otten, Stephen Gray arXiv:1804.06969 2018.

Cloud Quantum Computing of an Atomic Nucleus E. F. Dumitrescu, A. J. McCaskey, G. Hagen, G. R. Jansen, T. D. Morris, T. Papenbrock, R. C. Pooser, D. J. Dean, and P. Lougovski arXiv:1801.03897 2018.