Evaluating analytic gradients on quantum hardware

• Equating quantum imaginary time evolution, Riemannian gradient flows, and stochastic implementations

  2026 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

  4

  citations
• Weighted approximate quantum natural gradient for variational quantum eigensolver

  2026 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• Variational quantum generative modeling by sampling expectation values of tunable observables

  2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

  0

  citations
• Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs

  2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access

  13

  citations
• Probing Many-Body Bell Correlation Depth with Superconducting Qubits

  2025 Physical Review X article Computer Science Quantum Information and Cryptography Open access

  4

  citations
• Symmetry-invariant quantum machine learning force fields

  2025 New Journal of Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

  10

  citations
• Parameter shift rule with optimal phase selection

  2024 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access

  6

  citations
• Quantum neural estimation of entropies

  2024 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access

  16

  citations
• A hybrid quantum algorithm to detect conical intersections

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

  11

  citations
• Symmetry-invariant quantum machine learning force fields

  2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  4

  citations
• Resource frugal optimizer for quantum machine learning

  2023 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  9

  citations
• Robustness of quantum reinforcement learning under hardware errors

  2023 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  29

  citations
• Analytical Nonadiabatic Couplings and Gradients within the State-Averaged Orbital-Optimized Variational Quantum Eigensolver

  2022 Journal of Chemical Theory and Computation article Computer Science Quantum Computing Algorithms and Architecture Open access

  42

  citations
• A quantum computing view on unitary coupled cluster theory

  2022 Chemical Society Reviews review Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

  218

  citations
• TEQUILA: a platform for rapid development of quantum algorithms

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

  68

  citations
• Layerwise learning for quantum neural networks

  2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

  320

  citations
• TEQUILA: a platform for rapid development of quantum algorithms

  2021 RWTH Publications (RWTH Aachen) article Computer Science Quantum Computing Algorithms and Architecture

  64

  citations

17 results