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1. HYDROPEDOLOGICAL PROCESSES AND THEIR IMPLICATIONS FOR PRECISION AGRICULTURE

open_access
Open Access
Author:
Zhu, Qing
Title:
HYDROPEDOLOGICAL PROCESSES AND THEIR IMPLICATIONS FOR PRECISION AGRICULTURE
Graduate Program:
Soil Science
Keywords:
Pedology
Hydrology
Geostatistics
Soil property
Soil moisture
Soil Physics
File:
Download Final_disseration.pdf
Committee Members:
Hangsheng Lin, Dissertation Advisor/Co-Advisor
Hangsheng Lin, Committee Chair/Co-Chair
Jason Philip Kaye, Committee Member
John Earl Watson, Committee Member
John Matthew Schmidt, Committee Member
Kamini Singha, Committee Member

2. Application of Expert Systems in the Characterization and Impact of Petroleum Derivatives on Human Health

open_access
Open Access
Author:
Olawoyin, Richard
Title:
Application of Expert Systems in the Characterization and Impact of Petroleum Derivatives on Human Health
Graduate Program:
Energy and Mineral Engineering
Keywords:
Artificial Neural networks
Expert Systems
Pollutants
Carcinogenic
Mutagenic
Toxicokinetic
Chemometrics
Modeling
Geographic Information Systems
Human Health
Geostatistics
Epidemiology
Toxicology
Risk Map
Petroleum
Hazard Index
Slope Factor
Pollution Index
Composite-Risk Index
File:
Download PhD_Dissertation_Final_Version.pdf
Committee Members:
Samuel Oyewole, Dissertation Advisor/Co-Advisor
Samuel Oyewole, Committee Chair/Co-Chair
Robert Larry Grayson, Committee Member
Antonio Nieto, Committee Member
Frank Hardisty, Committee Member
Oladapo Okareh, Special Member

4. PARALLELIZATION STRATEGY FOR MULTIPLE POINT STATISTICS BASED SIMULATION ON GPU

open_access
Open Access
Author:
Malife, Chukwudiuto Udechukwu
Title:
PARALLELIZATION STRATEGY FOR MULTIPLE POINT STATISTICS BASED SIMULATION ON GPU
Graduate Program:
Energy and Mineral Engineering
Keywords:
Reservoir Characterization
Reservoir Modeling
MPS
Geostatistics
Geo-statistics
Multiple Point Simulation
Multiple Point Statistics
Multi Point Simulation
Multi Point Statistics
Spatial Estimation
GPU
Parallelization
Graphics Processing Unit
File:
Download MALIFE_U_CHUKWUDIUTO_thesis.pdf
Committee Members:
Sanjay Srinivasan, Thesis Advisor/Co-Advisor

5. Modeling Natural Fracture Networks Using Improved Geostatistical and Geomechanical Inferences

open_access
Open Access
Author:
Chandna, Akshat
Title:
Modeling Natural Fracture Networks Using Improved Geostatistical and Geomechanical Inferences
Graduate Program:
Energy and Mineral Engineering
Keywords:
Fracture Characterization
Multiple Point Statistics
Geostatistics
Geomechanics
Machine Learning
Stochastic Simulation
Modeling Natural Fracture Networks
Teapot Dome
File:
Download Dissertation_Document_AkshatChandna.pdf
Committee Members:
Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Sanjay Srinivasan, Committee Chair/Co-Chair
Zuleima T Karpyn, Committee Member
Hamid Emami-Meybodi, Committee Member
Chris J Marone, Outside Member
Mort D Webster, Committee Member
Mort D Webster, Program Head/Chair

6. Reinforcement learning for well location optimization

open_access
Open Access
Author:
Dawar, Kshitij
Title:
Reinforcement learning for well location optimization
Graduate Program:
Energy and Mineral Engineering
Keywords:
Reinforcement learning
Well location optimization
Well location
Dynamic programming
Multi-stage optimization
Deep learning
Geostatistics
Geostatistical simulation
File:
Download KshitijDawar-Dissertation_EME.pdf
Committee Members:
Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Sanjay Srinivasan, Committee Chair/Co-Chair
Eugene C Morgan, Committee Member
Jeremy Michael Gernand, Committee Member
Sridhar Anandakrishnan, Outside Member
Mort D Webster, Dissertation Advisor/Co-Advisor
Mort D Webster, Committee Chair/Co-Chair
Mort D Webster, Program Head/Chair