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Author:

Bodipat, Kanin

Title:

Numerical Model Representation Of Multi-stage Hydrualically Fractured Horizontal Wells Located In Shale Gas Reservoirs Using Neural Networks

Graduate Program:

Energy and Mineral Engineering

Keywords:

numerical model
simulation
hydraulic fracturing
horizontal well
shale gas
neural networks
ANN

File:

Download MS_Thesis_Bodipat_Kanin.pdf

Committee Members:

Turgay Ertekin, Thesis Advisor/Co-Advisor

Author:

Srikrishnan, Vivek Anand

Title:

Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks

Graduate Program:

Energy and Mineral Engineering

Keywords:

direct normal irradiance
multi-pyranometer array
neural networks
machine learning

File:

Download VivekSrikrishnan-Thesis-20150715.pdf

Committee Members:

Jeffrey Brownson, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor

Author:

Aguasvivas Manzano, Sarah

Title:

Performance and Parsimony in Training Deep Neural Networks

Graduate Program:

Aerospace Engineering

Keywords:

neural networks
model parsimony
MLP
Simulated Annealing

File:

Download Sarah_Aguasvivas_Manzano__3_.pdf

Committee Members:

Lyle N. Long, Thesis Advisor/Co-Advisor

Author:

Robinson, Matthew

Title:

Neural Networks and Self-Organizing Cellular Automata

Graduate Program:

Computer Science

Keywords:

neural networks
emergent behavior
emergence
self-organizing systems
self-organization
machine learning
cellular automata

File:

Download Robinson-Thesis-ms-final.pdf

Committee Members:

Thang N. Bui, Thesis Advisor/Co-Advisor
Thang N. Bui, Program Head/Chair
Susan Kathryn Eskin, Committee Member
Linda Marie Null, Committee Member
Sukmoon Chang, Committee Member
Jeremy Joseph Blum, Committee Member
Hyuntae Na, Committee Member
Hien Nguyen, Committee Member
Md Faisal Kabir, Committee Member