keylagonzalezabad/HOSVD-Microseismic-Data

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keylagonzalezabad/HOSVD-Microseismic-Data

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Application of Higher-Order Singular Value Decomposition (HOSVD) for a microseismic dataset.

FaciesClassification

Facies Classification Using Machine Learning Techniques. (Logistic Regression, KNN, Support Vector Machine, Random Forest, Neural Network, Naive Bayes)

Jupyter Notebook

HOSVD-SVD-DAS

Application of Singular Value Decomposition (SVD) and Higher-Order Singular Value Decomposition (HOSVD) for DAS (Distributed Acoustic Sensors) data.

Jupyter Notebook

Well-Performance-Optimization-Regression

Well Performance Optimization Using Machine Learning Techniques. (ElasticNet, Support Vector Regressor, Random Forest Regressor, Gradient Boosting Regressor, Neural Network Regressor)

Jupyter Notebook