BandPC: Learning Residual-Band Preconditioner Combinations for Flexible Conjugate Gradient Solvers
The conjugate gradient (CG) method is a classical iterative solver for sparse symmetric positive definite (SPD) linear systems, but its convergence strongly depends on the spectral properties of the system matrix. Preconditioning can improve these properties; however, designing preconditioners that generalize across di...