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The most famous quantum linear system solving algorithm is the Harrow-Hassidim-Lloyd (HHL) algorithm, which accelerates the solution of linear systems through quantum superposition and interference.
Eldon R. Hansen, On Solving Systems of Equations Using Interval Arithmetic, Mathematics of Computation, Vol. 22, No. 102 (Apr., 1968), pp. 374-384 ...