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
32233D048Lecture10:00-1:40pmThursday12 of 13Birendra JhaRTH109session dates
32234D034Lecture10:00-1:40pmThursday1 of 12Birendra JhaDEN@Viterbisession dates
Information accurate as of February 21, 2025 9:23 pm.
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