One qubit as a universal approximant

• Universal approximation of continuous functions with minimal quantum circuits

  2025 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• Parameterized quantum circuits as universal generative models for continuous multivariate distributions

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

  11

  citations
• Approximation and Generalization Capacities of Parametrized Quantum Circuits for Functions in Sobolev Spaces

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

  6

  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
• Gradients and frequency profiles of quantum re-uploading models

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

  8

  citations
• Symmetry-invariant quantum machine learning force fields

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

  4

  citations
• Quantum machine learning beyond kernel methods

  2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

  228

  citations

7 results