Su-Juan Qin

Quantum restricted Boltzmann machine is universal for quantum computation

2020 · Research Square

Abstract The challenge posed by the many-body problem in quantum physics originates from the difficulty of describing the nontrivial correlations encoded in the many-body wave functions with high complexity. Quantum neural network provides a powerful …

Iterative partition-search variational quantum algorithm for solving the shortest-vector problem

2026 · Physical Review A

The Partition Search Algorithm (PSA) and Iterative Quantum Optimization with an Adaptive Problem (IQOAP) are leading variational quantum algorithms for solving Shortest Vector Problem (SVP). However, each has limitations that restrict its practical impact. IQOAP …