A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm

Junhyung Lyle Kim, Nai-Hui Chia, Anastasios Kyrillidis

Solving systems of linear equations is a fundamental problem, but it can be computationally intensive for classical algorithms in high dimensions. Existing quantum algorithms can a…