Tuyen Nguyen

Theoretical guarantees of variational quantum algorithm with guiding states

Abstract Machine learning provides a powerful framework for predicting ground-state properties across families of quantum many-body problems, enabling amortized inference and reducing the cost of repeated simulations. Variational quantum algorithms (VQAs) are promising candidates...