Machine Learning: Introduction to Numerical Modeling | ITASCA Software Academy

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An introduction to machine learning in Geomechanics presented at ARMA, specifically an introduction to numerical modeling.

Chapters:
0:00 Introduction
0:36 Why Discuss Numerical Modeling?
3:02 What is Numerical Modeling?
4:23 Numerical Modeling Methods & Software
8:40 Explicit & Implicit Methods
10:05 Continuum Modeling Advantages & Limitations
14:11 Discontinuum Modeling Advantages & Limitations
18:09 When To Use Numerical Models
19:43 Model Simplification
23:16 Model Size & Boundaries
25:15 Workflow for Numerical Analysis
27:59 Additional Remarks
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