USC Schedule of Classes

Spring 2025

classes begin
registration begins

Petroleum Engineering 586:

Deep Learning for Energy Engineering (4.0 units)

Dense, convolutional and recurrent neural networks and autoencoders for classification and regression in oilfield operations. Model training and hyperparameter tuning. Focus on industry applications.
  • Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
32233D048Lecture11:00-2:40pmThursday2 of 12Birendra JhaRTH326session dates
Information accurate as of November 17, 2024 11:59 am.
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