Using models to improve optimizers for variational quantum algorithms

• The travelling salesperson problem and the challenges of near-term quantum advantage

  2025 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  5

  citations
• Analyzing variational quantum landscapes with information content

  2024 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

  12

  citations
• Reinforcement learning assisted recursive QAOA

  2024 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  27

  citations
• Performance comparison of optimization methods on variational quantum algorithms

  2023 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access

  103

  citations
• Encoding strongly-correlated many-boson wavefunctions on a photonic quantum computer: application to the attractive Bose-Hubbard model

  2021 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  9

  citations
• Quantum approximate optimization of non-planar graph problems on a planar superconducting processor

  2021 Nature Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

  470

  citations

6 results

• Quantum approximate optimization of non-planar graph problems on a planar superconducting processor

  2021 Nature Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

  470

  citations

1 result