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May 18, 20260 citationsOpen Access

Certified Weak-Topology Inverse Readout for Singular Density-Selected Phase Kicks: Covariance Hardening and Singularity-Exponent Diagnostics

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DPDmytro Panasenko

Key Points

  • The aim is to present a robust methodology for analyzing singular density-selected phase kicks through weak-topology inverse readout.
  • Developed a certified framework for weak-topology inverse readout
  • Integrated covariance hardening techniques
  • Provided supplementary resources including an executable-reference/API
  • Successfully implemented diagnostics for singularity exponents
  • Showed improvements in covariance estimation under certain conditions
  • Presented a novel approach to phase kick analysis, enhancing uncertainty quantification accuracy

Abstract

This is a preprint of the manuscript submitted to the SIAM/ASA Journal on Uncertainty Quantification. It has not been peer reviewed. The upload includes the main manuscript and a supplementary executable-reference/API scaffold document.

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Cite This Study

Dmytro Panasenko (2026) studied this question.

synapsesocial.com/papers/6a0aaccf5ba8ef6d83b70337https://doi.org/10.5281/zenodo.20244874
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