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Integrity report for Iterative Refinement Neural Operators are Learned Fixed-Point Solvers: A Principled Approach to Spectral Bias Mitigation

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.24041 · pith:2026:M6VKBBNVXY44MKQDXMVXGTL6DS

0Critical
0Advisory
5Detectors run
2026-06-04Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-04 23:37:40.562697+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-30 09:25:03.270434+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-28 23:45:00.936733+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-26 06:04:02.519344+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-26 05:34:05.990045+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/M6VKBBNV/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.