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Author:

Gueho, Damien

Title:

Data-Driven Modeling For Analysis And Control Of Dynamical Systems

Graduate Program:

Aerospace Engineering

Keywords:

Koopman Operator
System Identification
Dynamical System
Subspace Method
Uncertainty Quantification
Bilinear System
Controlled Koopman Operator
Time-varying Dynamics
Reduced-order Model

File:

Download Gueho-Dissertation.pdf

Committee Members:

Robert Melton, Co-Chair & Dissertation Advisor
Puneet Singla, Co-Chair & Dissertation Advisor
Daning Huang, Major Field Member
Manoranjan Majji, Special Member
Vishal Monga, Outside Unit & Field Member
Amy Pritchett, Program Head/Chair

Author:

Yu, Yin

Title:

Physics-Informed Data-driven Modeling of Complex Networked Systems through Graph Neural Networks

Graduate Program:

Aerospace Engineering

Keywords:

Graph Neural Network
Geometric Deep Learning
Dynamical System
Networked System
System Modeling

File:

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Committee Members:

Amy Pritchett, Program Head/Chair
Suhang Wang, Outside Unit Member
Yan Li, Outside Field Member
Puneet Singla, Major Field Member
Daning Huang, Chair & Dissertation Advisor