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Author:

Sha, Congzhou

Title:

Manifold Learning in Structural Biology: Docking, Folding, and Simulation

Graduate Program:

Engineering Science and Mechanics (PHD)

Keywords:

differentiable programming
machine learning
neural networks
structural biology
Lie group
statistical mechanics
molecular dynamics
RNA structure
differential geometry

File:

Download Sha_dissertation-Final.pdf

Committee Members:

Albert Segall, Program Head/Chair
Elizabeth Proctor, Major Field Member
Mehrdad Mahdavi, Outside Field Member
Nikolay Dokholyan, Chair & Dissertation Advisor
Raymond Hohl, Outside Unit Member

Author:

Rasool, Asif

Title:

Three Essays in Applied Economics: Topics in Agricultural Economics and Public Finance

Graduate Program:

Energy, Environmental, and Food Economics (PhD)

Keywords:

Climate change
machine learning
cluster analysis
US livestock industry
panel data analysis
fixed effect models

File:

Download AFG.pdfDownload Rasool_Dissertation_May_2024.pdf

Committee Members:

Douglas Wrenn, Program Head/Chair
Chad Dechow, Outside Field Member
Daniel Brent, Major Field Member
Seth Blumsack, Outside Unit Member
Yizao Liu, Major Field Member
Dave Abler, Chair & Dissertation Advisor
Douglas Wrenn, Major Field Member