Nov 30, 2024  
USC Catalogue 2021-2022 
    
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USC Catalogue 2021-2022 [ARCHIVED CATALOGUE]

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PTE 586 Artificial Intelligence and Machine Learning in Oilfield Operations

Units: 3
Terms Offered: Fa
Soft computing methods such as neural networks, fuzzy logic, problematic reasoning in reservoir characterization, dynamic reservoir modeling, oilfield data integration and analysis of uncertainty in prediction.
Recommended Preparation: Basic Python programming on the level of DSCI 510 ; familiarity with platforms for running Python programs, such as online via Google Colab or JupyterLab, or the downloadable Anaconda
Registration Restriction: Open only to graduate students
Instruction Mode: Lecture
Grading Option: Letter


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