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Prediction of flow stress of Ta-W alloys using machine learning

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Constitutive.ipynb		Constitutive.ipynb
ML.ipynb		ML.ipynb
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data_constitutive_model.xlsx		data_constitutive_model.xlsx
data_xgboost.xlsx		data_xgboost.xlsx

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Flow behaviour of Ta-W alloys

Prediction of flow stress of Ta-W alloys using machine learning

This work is based on the published work "".

Here, you can find the following:

Data used in constitutive models
Data used in machine learning (ML) models - XGBoost, SHAP
Python scripts for constitutive and ML modeling

Mail id: [email protected]

If you use these scripts, kindly cite "".

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Prediction of flow stress of Ta-W alloys using machine learning

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