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1. microstructure-ai microstructure-ai Public

   Exploring microstructure image analysis with AI — starting with GLCM texture features and SVM classifiers, expanding to deep learning.

   Jupyter Notebook 1

2. TEBC_Simulation TEBC_Simulation Public

   4-scale Python framework (DFT/DNP → MD/QHA → phase-field/CALPHAD → FEniCSx FEA) for thermal/environmental barrier coatings on ceramic matrix composites.

   Python 1 1

3. creep-fatigue-In718 creep-fatigue-In718 Public

   Physics-based framework for creep, fatigue, and creep–fatigue life prediction of Inconel 718, with calibrated models, finite-element simulations, and a lightweight app.

   Python 4

4. differentiable-thin-film-metrology differentiable-thin-film-metrology Public

   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 uncertain…

   Jupyter Notebook

5. Waddle_WebApp Waddle_WebApp Public

   Waddle Social Platform Webapp (https://waddleapp.co.uk)

   TypeScript