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Add calibrated redox screening analysis - #130

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galjos wants to merge 1 commit into
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feature/redox-screening-analysis
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Add calibrated redox screening analysis#130
galjos wants to merge 1 commit into
mainfrom
feature/redox-screening-analysis

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@galjos

@galjos galjos commented Jul 22, 2026

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Summary

  • audit canonical structures and duplicate conflicts
  • fit grouped DFTB-to-DFT corrections with uncertainty and extrapolation flags
  • select non-dominated candidates with Pareto objectives
  • document the workflow and anthraquinone benchmark

Validation

  • 453 tests passed, 16 optional-backend tests skipped
  • 98% total coverage; new module 100%
  • strict documentation build and package lint passed
  • grouped benchmark reduced MAE to 29.2 mV for E1 and 35.4 mV for E2

@galjos

galjos commented Jul 22, 2026

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Closing because learned correction, descriptor modeling, and candidate ranking are outside the package scope.

@galjos galjos closed this Jul 22, 2026
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