2026
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm
AAAI 2026technical
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 achieve exponential speedups for the quantum linear system problem (QLSP) in terms of the problem dimension, but the adva