/natural-pqc

Natural parameterized quantum circuit with euclidean quantum geometry. Useful for variational quantum algorithms, quantum sensing and generating superposition states.

Primary LanguageJupyter NotebookMIT LicenseMIT

Natural parameterized quantum circuit

"Natural parameterized quantum circuit" by T. Haug, M.S. Kim (arXiv:2107.14063) http://arxiv.org/abs/2107.14063

The Natural parameterized quantum circuit is a parameterized quantum circuit which has euclidean quantum geometry. That means that the quantum Fisher information metric is the identity for a particular parameter set, which we call the reference parameter. This NPQC is very useful for various applications.

  • Training variational quantum algorithms
  • Multi-parameter quantum sensing
  • Preparation of superposition states

The implementation is based on qutip.

@author: Tobias Haug, github txhaug Imperial College London