abaqus-surrogate-fea-validation

Name: abaqus-surrogate-fea-validation
Rating: 5 (3 reviews)
Author: Haibarakiku

Performs closed-loop inverse-design validation by solving an inverse problem on a trained surrogate model. It then verifies with Abaqus FEA, comparing predicted versus true displacement fields and reporting error metrics to quantify the surrogate-FEA gap.

3stars

Updated last month

View on GitHub ↗License: MIT

How to add

/plugin marketplace add Haibarakiku/abaqus-ml-skills

The exact command may vary by repository. Check the README on GitHub.

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Drop this on your repo README

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Abaqus Surrogate ↔ FEA Validation Loop

Closes the verification loop on a surrogate-driven inverse design. Surrogates are fast but optimistic — they extrapolate, hallucinate, and reward saturated solutions that the real FEA cannot reproduce. This skill forces a side-by-side comparison between what the surrogate thinks it found and what Abaqus actually delivers, on the same target shape.

When to Use This Skill

Activate when the user wants to:

Sanity-check a surrogate that was just tr

[Description truncada. Veja o README completo no GitHub.]

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