GBRT_Prediction_algorithm_for_ITT

This is a online repository containing the Python 2.7 code for the prediction of isotropic stress-strain plasticity parameters from the force-displacement relation of the Vickers micro-indentation

Original Python code for the thesis: PREDICTION OF ISOTROPIC STRAIN HARDENING MATERIAL PROPERTIES USING GRADIENT BOOSTED REGRESSION TREE METHOD AND HYPERPARAMETER OPTIMIZATION

Darren R. Promer, M.S.E. Western Michigan University, 2020

Please make any inquireies to: dpromer@gmail.com

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.gitignore		.gitignore
GBRT_Functions.py		GBRT_Functions.py
GBRT_main.py		GBRT_main.py
LICENSE		LICENSE
MAT1_016.py		MAT1_016.py
MAT1_049.py		MAT1_049.py
MAT1_169.py		MAT1_169.py
MAT1_625.py		MAT1_625.py
MAT2_016.py		MAT2_016.py
MAT2_049.py		MAT2_049.py
MAT2_169.py		MAT2_169.py
MAT2_625.py		MAT2_625.py
MAT3_016.py		MAT3_016.py
MAT3_049.py		MAT3_049.py
MAT3_169.py		MAT3_169.py
MAT3_625.py		MAT3_625.py
README.md		README.md
RO_err_plotter.py		RO_err_plotter.py
RefinedMesh_PcklBase.inp		RefinedMesh_PcklBase.inp
abaqus_nanoindentation.py		abaqus_nanoindentation.py
grid_plotting_functions.py		grid_plotting_functions.py
materials.py		materials.py

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