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Start Over Year 2024 Keyword machine learning Access Level open_access

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

open_access
Open Access
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

2. Vision system for the detection of apples in the green fruit stage

open_access
Open Access
Author:
Arguijo, Juan
Title:
Vision system for the detection of apples in the green fruit stage
Graduate Program:
Agricultural and Biological Engineering (MS)
Keywords:
apple
green fruit
vision system
machine learning
detections
File:
Download Arguijo_Juan_MS-Thesis.pdf
Committee Members:
Paul Heinz Heinemann, Thesis Advisor/Co-Advisor
Long He, Committee Member
Suat Irmak, Program Head/Chair
Shirin Ghatrehsamani, Committee Member
Vishal Monga, Committee Member

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

open_access
Open Access
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

4. Fisher Information for Private Training of Machine Learning Models

open_access
Open Access
Author:
Edmunds, Brandon
Title:
Fisher Information for Private Training of Machine Learning Models
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
machine learning
privacy
fisher information
File:
Download Fisher_Information_for_Private_Training_of_Machine_Learning_Models.pdf
Committee Members:
Mehrdad Mahdavi, Thesis Advisor/Co-Advisor
Kiwan Maeng, Committee Member
Chitaranjan Das, Program Head/Chair