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Fit fatigue constants and predict low-cycle life from strain-controlled test data.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "lcf-strain-life-mcp" yet — see the docs or source repo.
Using this strain-controlled low-cycle fatigue dataset, perform standardized data reduction, fit the Coffin-Manson and Basquin constants, and explain the fit quality.
Returns reduced data, fitted material constants, curve parameters, and fit quality notes.
Based on the fitted low-cycle fatigue model, predict fatigue life at total strain amplitudes of 0.8% and 1.2%, and report the elastic and plastic strain contributions.
Provides life predictions at each strain amplitude and breaks down elastic and plastic strain effects.
Please inspect this low-cycle fatigue dataset for outliers or inconsistent samples, explain the criteria, and compare the fitted results and life predictions before and after removing them.
Returns outlier findings, rationale, and a comparison of model results before and after data cleaning.
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