Publications (28)
Barren plateaus in quantum neural network training landscapes
Jarrod R. McClean, Sergio Boixo, Vadim N. Smelyanskiy +2
Application of fermionic marginal constraints to hybrid quantum algorithms
Nicholas C. Rubin, Ryan Babbush, Jarrod McClean
Force-Field Functor Theory: Classical Force-Fields which Reproduce Equilibrium Quantum Distributions
Ryan Babbush, John Parkhill, Alán Aspuru-Guzik
Exponentially more precise quantum simulation of fermions I: Quantum chemistry in second quantization
Ryan Babbush, Dominic W. Berry, Ian D. Kivlichan +3
Construction of Energy Functions for Lattice Heteropolymer Models: A Case Study in Constraint Satisfaction Programming and Adiabatic Quantum Optimization
Ryan Babbush, Alejandro Perdomo-Ortiz, Bryan O'Gorman +2
Postponing the orthogonality catastrophe: efficient state preparation for electronic structure simulations on quantum devices
Norm M. Tubman, Carlos Mejuto-Zaera, Jeffrey M. Epstein +8
Characterizing Quantum Supremacy in Near-Term Devices
Sergio Boixo, Sergei V. Isakov, Vadim N. Smelyanskiy +6
Quantum Simulation of Helium Hydride in a Solid-State Spin Register
Ya Wang, Florian Dolde, Jacob Biamonte +8
Adiabatic Quantum Simulation of Quantum Chemistry
Ryan Babbush, Peter J. Love, Alán Aspuru-Guzik
Encoding Electronic Spectra in Quantum Circuits with Linear T Complexity
Ryan Babbush, Craig Gidney, Dominic W. Berry +5
Hamiltonian gadgets with reduced resource requirements
Yudong Cao, Ryan Babbush, Jacob Biamonte +1
Resource Efficient Gadgets for Compiling Adiabatic Quantum Optimization Problems
Ryan Babbush, Bryan O'Gorman, Alán Aspuru-Guzik
Improved Techniques for Preparing Eigenstates of Fermionic Hamiltonians
Dominic W. Berry, Mária Kieferová, Artur Scherer +5
Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing
Ryan Babbush, Vasil Denchev, Nan Ding +2
Strategies for quantum computing molecular energies using the unitary coupled cluster ansatz
Jonathan Romero, Ryan Babbush, Jarrod R. McClean +3
Quantum Simulation of the Sachdev-Ye-Kitaev Model by Asymmetric Qubitization
Ryan Babbush, Dominic Berry, Hartmut Neven
Quantum Simulation of Electronic Structure with Linear Depth and Connectivity
Ian D. Kivlichan, Jarrod McClean, Nathan Wiebe +4
Learning to learn with quantum neural networks via classical neural networks
Guillaume Verdon, Michael Broughton, Jarrod R. McClean +5
Exploiting locality in quantum computation for quantum chemistry
Jarrod R. McClean, Ryan Babbush, Peter J. Love +1
Bayesian Network Structure Learning Using Quantum Annealing
Bryan O'Gorman, Alejandro Perdomo-Ortiz, Ryan Babbush +2
Low Depth Quantum Simulation of Electronic Structure
Ryan Babbush, Nathan Wiebe, Jarrod McClean +3
What is the Computational Value of Finite Range Tunneling?
Vasil S. Denchev, Sergio Boixo, Sergei V. Isakov +5
OpenFermion: The Electronic Structure Package for Quantum Computers
Jarrod R. McClean, Kevin J. Sung, Ian D. Kivlichan +32
Exponentially More Precise Quantum Simulation of Fermions in the Configuration Interaction Representation
Ryan Babbush, Dominic W. Berry, Yuval R. Sanders +5
Quantum chemistry calculations on a trapped-ion quantum simulator
Cornelius Hempel, Christine Maier, Jonathan Romero +10
The theory of variational hybrid quantum-classical algorithms
Jarrod R. McClean, Jonathan Romero, Ryan Babbush +1
Bounding the costs of quantum simulation of many-body physics in real space
Ian D. Kivlichan, Nathan Wiebe, Ryan Babbush +1
Chemical Basis of Trotter-Suzuki Errors in Quantum Chemistry Simulation
Ryan Babbush, Jarrod McClean, Dave Wecker +2