Tan – Steinbach and Karpatne

• Copies of the slides used during the lectures, examples of written exams and exercises, and manuals for the activities in the laboratory will be made available.

Argomenti del programma: Applied geomechanics Rock materials and rock masses. Applications of rock engineering in mining, tunnelling, environmental engineering and civil excavations. Non conventional geo-materials: waste rocks, muds, slurries, tailings, spoil, debris, slags, grout. Fundamentals of elasticity in rock mechanics; stress and strain. Ground formations and basic properties of soils.

• Copies of the slides used during the lectures, examples of written exams and exercises, and manuals for the activities in the laboratory will be made available.

Argomenti del programma: Data science and machine learning for engineering applications/Reservoir geomechanics (Data science and machine learning for engineering applications) • Data science process: main phases (0.2 cfu) • Data collection, cleaning, transformation and enrichment, and feature engineering (0.3 cfu) • Data mining algorithms: classification and clustering (0.8 cfu) • Machine learning and deep learning algorithms (0.6 cfu) •…