Add Tikhonov regularization to dense solvers to fix GPU CI singular matrix errors#8

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fix/ci-singular-matrix

Commits on Jan 26, 2026

Add Tikhonov regularization to dense solvers to prevent singular matrix errors
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Commits on Jan 27, 2026

Add Tikhonov regularization to sparse solvers
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