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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

Author:

Lee, Eunwoo

Title:

Approximaion of MAX-2-local Hamiltonian

Graduate Program:

Computer Science

Keywords:

Quantum
quantum algorithm
optimization
mean field
quantum computing
approximation
SDP

File:

Download dissertation.pdf

Committee Members:

Sean Hallgren, Dissertation Advisor/Co-Advisor
Sean Hallgren, Committee Chair/Co-Chair
Antonio Blanca Pimentel, Committee Member
Martin Furer, Committee Member
Kirsten Eisentraeger, Outside Member
Thomas F La Porta, Program Head/Chair

Author:

Behoora, Ishan

Title:

Line of sight sensors: Applications and related 1.5D terrain guarding problem variants

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

machine learning
algorithms
computational geometry
approximation
hardness
line of sight sensors

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Martin Fürer, Chair & Dissertation Advisor
Antonio Blanca, Major Field Member
Kamesh Madduri, Major Field Member
Reuben Kraft, Outside Unit & Field Member
Piotr Berman, Special Member