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Estimation of permeability reduction due to asphaltene deposition and precipitation with the help of machine learning algorithms

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formation damage estimation by Extra Trees

In this section, I've created a streamlit web application that uses the Extra trees algorithm, an ensemble learning method, to predict the degree of permeability reduction in reservoir rock samples as a result of asphaltene deposition and precipitation.

for deploying the application, click the following link:

https://share.streamlit.io/aryandab/formation-damage-estimation/main/ensemble_app.py

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Estimation of permeability reduction due to asphaltene deposition and precipitation with the help of machine learning algorithms

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