---
title: D-RUT Hamiltonian Learning Audit
emoji: ⚛️
colorFrom: indigo
colorTo: blue
sdk: static
pinned: false
tags:
  - icml2026-repro
  - paper-tiF3tA5pau
---

# Continuous-Variable Hamiltonian Learning via D-RUT

Independent execution of all six registered claims using the exact polynomial-response model, geometric-time phase measurements, first-quantized basis inversion, SPAM perturbations, hierarchical covariance, squeezing alignment, and Chebyshev/Fourier recovery from arXiv `2510.08419v2`.

**Verdict: six verified claims; conservative maximum 12/12.**