Search

Author:

Akbari Roshan, Kamyar

Title:

Development And Application Of A ReaxFF Reactive Force Field For Copper And Copper Oxide Interactions With Silicon Via Neural Network Based Parameterization Methods

Graduate Program:

Electrical Engineering (PHD)

Keywords:

ReaxFF
Force Field Developement
INDEEDopt
Optimization
Molecular Dynamics
Deep Learning
Neural Network Inversion

File:

Download Kamyar_Akbari_Roshan_-_Thesis.pdf

Committee Members:

David Miller, Co-Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Seyedehaida Ebrahimi, Major Field Member
Adri van Duin, Co-Chair & Dissertation Advisor
Madhavan Swaminathan, Program Head/Chair

Author:

Chen, Peng

Title:

Confidence Regions for Response Surface Optima based on Parametric and Nonparametric Models

Graduate Program:

Industrial Engineering

Keywords:

Response Surface Methodology
Regression
Random Processes
Optimization
Statistical Inference

File:

Download Dissertation_Peng_Chen_08252020.pdf

Committee Members:

Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Enrique Del Castillo, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Eunhye Song, Committee Member
Bharath Kumar Sriperumbudur, Outside Member
Wen Shen, Outside Member
Steven James Landry, Program Head/Chair

Author:

Li, Junde

Title:

Machine Learning and Optimization Applications on Near-term Quantum Computers

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages

File:

Download phd_dissertation_junde.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member

Author:

Alkhatib, Mohamed Redha

Title:

Alternative Ways To Feed The Arecibo Spherical Reflector

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Gregorian Sub-Reflector
Gain
Method of Moments
Optimization
Numerical Methods
Linefeed
FEKO
Electric Field

File:

Login to Download

Committee Members:

Michael Lanagan, Outside Unit & Field Member
James Breakall, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
Shizhuo Yin, Major Field Member
Thomas La Porta, Program Head/Chair

Author:

Bunn, Kevin

Title:

The Multi-Product Dynamic Lot Sizing Problem with Capacity Constraints

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Supply Chain
Optimization
Dynamic Programming
Lot Sizing
Lagrangian Relaxation

File:

Download Kevin_Bunn_PhD_Dissertation.pdf

Committee Members:

Steven Landry, Program Head/Chair
Jose Ventura, Chair & Dissertation Advisor
Saurabh Bansal, Outside Unit & Field Member
Paul Griffin, Major Field Member
Vittaldas Prabhu, Major Field Member

Author:

Ying, Ziyu

Title:

Improving Performance and Energy Efficiency for Visual Computing on Resource-Constrained Devices

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Visual Computing
Resource-Constrained Device
Optimization
Energy-Efficiency

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Co-Chair & Dissertation Advisor
Sharon Huang, Outside Unit & Field Member
Mahmut Kandemir, Co-Chair & Dissertation Advisor
Mahanth Gowda, Major Field Member

Author:

Cong, Weilin

Title:

Fundamental problems in graph learning: optimization, generalization, privacy, and model design

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Graph representation learning
Optimization
Generalization

File:

Download Final_thesis__2_.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Major Field Member
Mahmut Kandemir, Major Field Member
Suhang Wang, Outside Unit & Field Member
Mehrdad Mahdavi, Chair & Dissertation Advisor

Author:

Huang, Siyi

Title:

Analytics and Modeling for Substance Use: Transition Patterns, Policy Effects, and Patient Engagement Optimization

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Substance use
Latent transition analysis
Causal inference
Dynamic prgramming
Optimization
Capacity management

File:

Login to Download

Committee Members:

Yue Zhang, Outside Unit & Field Member
Ling Rothrock, Professor in Charge/Director of Graduate Studies
Uday Shanbhag, Major Field Member
Paul Griffin, Co-Chair & Dissertation Advisor
Qiushi Chen, Co-Chair & Dissertation Advisor

Author:

Saab, Samer

Title:

Investigation of Deep Neural Networks From Control and Optimization Perspectives

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Deep Learning
Neural Networks
Optimization
Control Theory
First-order Gradient Descent
Heavy-ball Optimizer
Recurrent Neural Networks
State-space Representations

File:

Download SamerSaabJr_Dissertation.pdf

Committee Members:

Minghui Zhu, Co-Chair & Dissertation Advisor
Shashi Phoha, Co-Chair of Committee
Puneet Singla, Outside Unit & Field Member
Nilanjan Ray Chaudhuri, Major Field Member
Asok Ray, Major Field Member & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

Author:

Godwin, James

Title:

Catalytic Depolymerization Of Switchgrass-Derived Lignin From Optimized Cosolvent Enhanced Lignocellulosic Fractionation Process To Produce Aromatics And Sustainability Assessment Of Lignin Using Life Cycle Assessment

Graduate Program:

Agricultural and Biological Engineering (PHD)

Keywords:

Transfer Hydrogenolysis
Lignin Valorization
Biomass Fractionation
Heterogeneous Catalysis
Mixed-metal Spinel
Switchgrass
Life Cycle Assessment
Response Surface Methodology
Box-Behnken Design
Optimization
Transfer Hydrogenation
Transition Metals
Lignin

File:

Login to Download

Committee Members:

Suat Irmak, Program Head/Chair
Stephen Chmely, Chair & Dissertation Advisor
Juliana Vasco-Correa, Major Field Member
Tom Richard, Major Field Member
Hilal Ezgi Toraman, Outside Unit & Field Member