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Author:

Zhang, Jian

Title:

Development of Automated Neuro-Simulation Protocols for Pressure and Rate Transient Analysis Applications

Graduate Program:

Energy and Mineral Engineering

Keywords:

Neuro-Simulation
Machine Learning
Neural Network
Numerical Reservoir Simulation
Pressure Transient Analysis
Rate Transient Analysis

File:

Download Dissertation.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Sanjay Srinivasan, Committee Member
Li Li, Committee Member
Kultegin Aydin, Outside Member

Author:

Gueho, Damien

Title:

Learning Capabilities of Neural Network and Keplerian Dynamics

Graduate Program:

Aerospace Engineering

Keywords:

Machine Learning
Artificial intelligence
Neural Network
capabilities
Learn
two-body problem
residual neural network
feed-forward neural network
dynamic system
dynamical system
approximation
prediction
recurrent model
data set

File:

Download Gueho_Damien-Dissertation.pdf

Committee Members:

Puneet Singla, Thesis Advisor/Co-Advisor
Robert Graham Melton, Thesis Advisor/Co-Advisor