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Title: Witnessing eigenstates for quantum simulation of Hamiltonian spectra

Journal Article · · Science Advances
ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]; ORCiD logo [5]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [6]; ORCiD logo [7]; ORCiD logo [1]; ORCiD logo [1]
  1. Univ. of Bristol (United Kingdom). Quantum Engineering Technology Labs. H. H. Wills Physics Lab. Dept. of Electrical and Electronic Engineering
  2. Microsoft Research, Redmond, WA (United States). Quantum Architectures and Computation Group
  3. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Computational Research Division; Google Inc., Venice, CA (United States)
  4. Univ. of Bristol (United Kingdom). Quantum Engineering Centre for Doctoral Training. Quantum Engineering Technology Labs. H. H. Wills Physics Lab. Dept. of Electrical and Electronic Engineering
  5. Imperial College London (United Kingdom). Dept. of Physics
  6. Univ. of Bristol (United Kingdom). School of Chemistry; Max Planck Inst. for Solid State Research, Stuttgart (Germany)
  7. Sun Yat-Sen Univ., Guangzhou (China). State Key Lab. of Optoelectronic Materials and Technologies. School of Physics

The efficient calculation of Hamiltonian spectra, a problem often intractable on classical machines, can find application in many fields, from physics to chemistry. We introduce the concept of an “eigenstate witness” and, through it, provide a new quantum approach that combines variational methods and phase estimation to approximate eigenvalues for both ground and excited states. This protocol is experimentally verified on a programmable silicon quantum photonic chip, a mass-manufacturable platform, which embeds entangled state generation, arbitrary controlled unitary operations, and projective measurements. Both ground and excited states are experimentally found with fidelities >99%, and their eigenvalues are estimated with 32 bits of precision. We also investigate and discuss the scalability of the approach and study its performance through numerical simulations of more complex Hamiltonians. This result shows promising progress toward quantum chemistry on quantum computers.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC); LBNL Laboratory Directed Research and Development (LDRD) Program; US Army Research Office (ARO); Royal Society (United Kingdom); Engineering and Physical Sciences Research Council (EPSRC); European Research Council (ERC); National Key Research and Development Program (China); National Young 1000 Talents Plan (China); Natural Science Foundation of Guangdong (China)
Grant/Contract Number:
AC02-05CH11231; W911NF-14-013; UF130574; K033085/1; J017175/1; K02193/1; 648667; 608062; 641039; 640079; EP/L015730/1; 2016YFA0301700; 2017YFA0305200; 2016A030312012
OSTI ID:
1494079
Journal Information:
Science Advances, Vol. 4, Issue 1; ISSN 2375-2548
Publisher:
AAASCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 109 works
Citation information provided by
Web of Science

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High‐Dimensional Quantum Communication: Benefits, Progress, and Future Challenges journal October 2019
Barren plateaus in quantum neural network training landscapes journal November 2018
Decoding quantum errors with subspace expansions journal January 2020
Calculating energy derivatives for quantum chemistry on a quantum computer journal December 2019
Generation of non-classical light in a photon-number superposition journal August 2019
Integrated photonic quantum technologies journal October 2019
Self-verifying variational quantum simulation of lattice models journal May 2019
Photonic quantum information processing: A concise review journal December 2019
Quantum experiments and graphs II: Quantum interference, computation, and state generation journal February 2019
Photonic quantum information processing: a review journal November 2018
Application of fermionic marginal constraints to hybrid quantum algorithms journal May 2018
Quantum phase estimation of multiple eigenvalues for small-scale (noisy) experiments journal February 2019
Experimental error mitigation via symmetry verification in a variational quantum eigensolver journal July 2019
Simulations of subatomic many-body physics on a quantum frequency processor journal July 2019
Quantum-classical hybrid algorithm using an error-mitigating N -representability condition to compute the Mott metal-insulator transition journal August 2019
Construction of Green's functions on a quantum computer: Quasiparticle spectra of molecules journal January 2020
Quantum-classical computation of Schwinger model dynamics using quantum computers journal September 2018
Variational quantum algorithms for discovering Hamiltonian spectra journal June 2019
Quantum Simulation of Electronic Structure with Linear Depth and Connectivity journal March 2018
Quantum Computation of Electronic Transitions Using a Variational Quantum Eigensolver journal June 2019
Contextuality Test of the Nonclassicality of Variational Quantum Eigensolvers journal November 2019
Subspace-search variational quantum eigensolver for excited states journal October 2019
Increasing the Representation Accuracy of Quantum Simulations of Chemistry without Extra Quantum Resources journal January 2020
Low-Depth Quantum Simulation of Materials journal March 2018
Quantum computational chemistry journal March 2020
Multidimensional quantum entanglement with large-scale integrated optics journal March 2018
Photonic scheme of quantum phase estimation for quantum algorithms via cross-Kerr nonlinearities under decoherence effect journal January 2019
Variational Quantum Computation of Excited States journal July 2019
Theory of variational quantum simulation journal October 2019
Photonic quantum information processing: a review text January 2018
Quantum-Classical Computation of Schwinger Model Dynamics using Quantum Computers text January 2018
Variational Quantum Computation of Excited States text January 2018
Variational quantum algorithms for discovering Hamiltonian spectra text January 2018
Quantum computational chemistry text January 2018
Quantum phase estimation of multiple eigenvalues for small-scale (noisy) experiments text January 2018
Simulations of Subatomic Many-Body Physics on a Quantum Frequency Processor text January 2018
Generation of non-classical light in a photon-number superposition text January 2018
Quantum Computation of Electronic Transitions using a Variational Quantum Eigensolver text January 2019
Decoding quantum errors with subspace expansions text January 2019
Calculating energy derivatives for quantum chemistry on a quantum computer text January 2019
High-dimensional quantum communication: benefits, progress, and future challenges text January 2019
Quantum-classical hybrid algorithm using an error-mitigating $N$-representability condition to compute the Mott metal-insulator transition text January 2020
Realizing highly entangled states in asymmetrically coupled three NV centers at room temperature text January 2020
Bayesian Quantum Multiphase Estimation Algorithm text January 2020

Figures / Tables (4)