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PhD Dissertations
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Towards Automated Analysis of Microarchitectural Attacks using Machine Learning
Keyword:
Microarchitectural Security
,
Machine Learning
,
Deep Learning
,
Side-Channel Attacks
,
Cloud Security
, and
Cache Attacks
Creator:
Gulmezoglu, Berk
Advisor:
Eisenbarth, Thomas
and
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-07-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Global Approximations of Agent-Based Model State Changes
Keyword:
Numerical Partial Differential Equations
,
Partial Differential Equations
,
Agent-Based Models
,
Upscaling
,
Mathematical Modeling
, and
Absorption Modeling
Creator:
Yereniuk, Michael A.
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Deep Transfer Learning Applied to Time-series Classification for Predicting Heart Failure Worsening Using Electrocardiography
Keyword:
Heart failure
,
Heart failure worsening prediction
,
Transfer learning
,
Machine Learning
,
Time series analysis
, and
Manifold learning
Creator:
Pan, Xiang
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-20
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Biomedical Engineering
Three-dimensional Model to Understand the Cooperative Transport of Kinesin Molecular Motors in DNA-origami Complexes
Creator:
Youyen, Wiphu
Advisor:
Tuzel, Erkan
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Physics
Improving Imaging Techniques and Resolution in Neutron Radiography
Keyword:
event centroiding
Creator:
Borges, Nicholas P.
Advisor:
Medich, David Christopher
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-13
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Physics
Knowledge Creation via Data Analytics in a High Pressure Die Casting Operation
Keyword:
smart foundry
,
high pressure die casting
,
aluminum
,
machine learning
, and
casting
Creator:
Kopper, Adam E.
Advisor:
Apelian, Diran
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
Investigating the Mechanisms Underlying Enhanced Bioavailability of Artemisinin Delivered Orally as Dried Leaves of Artemisia annua
Keyword:
Inflammation
,
Artemisinin
,
Artemisia annua
,
Cytochrome P450 Inhibition
,
Malaria
, and
Bioavailability
Creator:
Desrosiers, Matthew R.
Advisor:
Weathers, Pamela
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biology & Biotechnology
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Visual Analytics for Multi-Level Triage and Investigation of Incident Reports
Keyword:
Semi-structured Documents
,
Triage
,
Visual Analytics
, and
Pharmacovigilance
Creator:
Kakar, Tabassum
Advisor:
Rundensteiner, Elke A.
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Controlled Synthesis of Nanostructured Two-dimensional Tin Disulfide and its Applications in Catalysis and Optoelectronics
Keyword:
Photoelectrochemical Water Splitting
,
Tin disulfide (SnS2) Nanoflakes
,
Photodetectors
,
Close Space Sublimation
,
2D Metal Dichalcogenides
, and
Nanotechnology
Creator:
Giri, Binod
Advisor:
Rao, Pratap M.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mechanical Engineering
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Worcester Polytechnic Institute
62
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https://creativecommons.org/licenses/by/4.0/
1