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Usami Laboratory

Stokes gradient recovery and stopping guarantees: author preprint and code released

The author preprint, supplement, and reproduction code for Physical Gradient Recovery and Stopping Guarantees for a Folded Stokes Parametrization are now available on GitHub.

The study and public materials

At the fold of a physicality-preserving Stokes parametrization, first derivatives leave one physical-gradient component undetermined. A recovery formula restores this component from one signed radial second derivative.

Under assumptions including a strongly convex physical objective, the paper derives finite-tolerance stopping guarantees. The release includes a 14-page paper, a 22-page supplement, and reproduction code for recovery formulas, interval stopping tests, and polarization-fitting experiments.

Paper and release details

Paper
Physical Gradient Recovery and Stopping Guarantees for a Folded Stokes Parametrization
Authors
Hiroyasu Usami, Ayato Tsuboi, Keisuke Hara
Public version
Author preprint v1.0.1 (GitHub early release)
Release date
October 22, 2026