Roman V. Krems

Molecular representations of quantum circuits for quantum machine learning

2026 · Machine Learning Science and Technology

Abstract We establish an isomorphism between quantum circuits (QCs) and a subspace of polyatomic molecules, which suggests that molecules can be used as descriptors of QCs for quantum machine learning. Our numerical results show that …