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Author:

Alshraideh, Hussam

Title:

Analysis and Optimization of Profile and Shape Response Experiments

Graduate Program:

Industrial Engineering

Keywords:

Profile
Shape
Gaussian Process
Geometry
shape optimization
Statistical shape analysis
process optimization.

File:

Download HussamDissertation.pdf

Committee Members:

Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Enrique Del Castillo, Committee Chair/Co-Chair
M Jeya Chandra, Committee Member
Paul Griffin, Committee Member
Murali Haran, Committee Member

Author:

Olson, Roman

Title:

How Well Can Historical Temperature Observations Constrain Climate Sensitivity

Graduate Program:

Geosciences

Keywords:

Climate sensitivity
internal climate variability
Gaussian Process
climate model
Markov chain Monte Carlo

File:

Download RO_Dissertation.pdf

Committee Members:

Klaus Keller, Dissertation Advisor/Co-Advisor
Klaus Keller, Committee Chair/Co-Chair
Chris Eliot Forest, Committee Member
James Kasting, Committee Member
Murali Haran, Committee Member

Author:

Chang, Won

Title:

Climate Model Calibration Using High-Dimensional and Non-Gaussian Spatial Data

Graduate Program:

Statistics

Keywords:

Climate Model Calibration
Gaussian Process
High-dimensional Spatial Data
Non-Gaussian Spatial Data

File:

Download WonChang-Dissertation.pdf

Committee Members:

Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Klaus Keller, Committee Member
Bing Li, Committee Member
Donald Richards, Committee Member

Author:

Guan, Yawen

Title:

Reduced-dimensional Non-Gaussian Spatial Models and Statistical Methods for Studying the West Antarctic Ice Sheet

Graduate Program:

Statistics

Keywords:

Spatial Model
Non-Gaussian Spatial Data
Markov chain Monte Carlo Expectation Maximization
West Antarctic Ice Sheet
Glacier Dynamics
Bayesian Hierarchical Model
Gaussian Process
Latent Gaussian Process Model

File:

Download YawenGuan-dissertation.pdf

Committee Members:

Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Francesca Chiaromonte, Committee Member
Ephraim Mont Hanks, Committee Member
Chris Eliot Forest, Outside Member