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materialsguy/README.md

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  1. Explainable_Machine_Learning_Nanoindentation Explainable_Machine_Learning_Nanoindentation Public

    Code to the publication "Explainable machine learning and feature engineering applied to nanoindentation data" and Dataset "The High-Speed Steel S390 Microclean™ Nanoindentation Dataset"

    Jupyter Notebook 1

  2. Bessy-II-KMC-II-insitu-sin2psi Bessy-II-KMC-II-insitu-sin2psi Public

    Data analysis of experiments at the KMC-II beamline at Bessy II Synchrotron

    Jupyter Notebook 2

  3. Buckling_Analysis_Laminated_Samples Buckling_Analysis_Laminated_Samples Public

    Finite Element Method code for “Fatigue life assessment of metal foils in multifunctional composites via combined experiments and simulations”

    Python 4 1

  4. Predict_Nanoindentation_Tip_Wear Predict_Nanoindentation_Tip_Wear Public

    Finite Element Method Code and Training/Validation/Testing data for Paper "Bridging Fidelities to Predict Nanoindentation Tip Radii Using Interpretable Deep Learning Models"

    Python 9 2

  5. Abaqus_Codes_Inverse_Parameter_Paper Abaqus_Codes_Inverse_Parameter_Paper Public

    Finite Element Method code for “Inverse parameter determination for metal foils in multifunctional composites”

    Python 3

  6. materialsguy materialsguy Public

    Config files for my GitHub profile.