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ellipsometry

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Thin-film thickness from spectroscopic ellipsometry: a differentiable transfer-matrix forward model in PyTorch, a Levenberg–Marquardt baseline, and a learned inverse model with calibrated uncertainty benchmarked against the Cramér–Rao bound.

  • Updated Sep 8, 2026
  • Jupyter Notebook

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