Skip to content

Validation reports

These reports show validation results produced with torch-flash. Experimental markers, model curves, parity plots, residual plots, and aggregate metrics are included where appropriate so the tested systems and model behavior remain visible.

The reports distinguish four kinds of evidence:

  • validation compares a selected model and parameter set with experimental observations;
  • verification checks equations against a published calculation or independently generated software reference; and
  • calibration estimates model parameters from the displayed observations and does not count agreement with those same observations as independent validation; and
  • application demonstrates a computed property, sensitivity, or model surface without claiming experimental agreement.

Available reports

Report traceability

Each report records the model identity, evidence class, conditions, units, solver acceptance criteria, quantitative metrics, and scientific limitations needed to interpret its torch-flash results. Published validation figures also have an entry in the figure manifest with their evidence class, source cell, inputs, and checksum.