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PhD Dissertations
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11.
Machine Learning and Reaction Chemistry for Efficient Thermal Conversion of Waste Plastic
Keyword:
Machine Learning
,
Reaction Chemistry
, and
Waste Plastic
Creator:
Belden, Elizabeth
Advisor:
Timko, Michael T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Chemical Engineering
12.
Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models
Keyword:
Energy efficient
,
Traumatic brain injury
,
Deep neural Networks
,
Depression
,
Speech assessment
, and
Speaker privacy
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam C.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
13.
Creating Signed Language Resources to Increase Access and Representation of the Deaf Community and Advance Sign Language-Centered Research
Keyword:
User Experience Research
,
Accessibility
,
Human Computer Interaction
, and
Computer Science
Creator:
Mahajan, Shruti
Advisor:
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
14.
Modeling User Behaviors in Online Systems and Ubiquitous Devices
Creator:
Mou, Guanyi
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
15.
Multi-Scale Microstructure Predictions and Phase Transformations in Additively Manufactured Ti-6Al-4V Using a Hybrid Mechanistic and Machine Learning Model
Keyword:
phase field
,
microstructure modeling and simulation
,
laser powder bed fusion
,
titanium alloys
,
finite difference-Monte Carlo
, and
in-situ synchrotron X-ray diffraction
Creator:
Whitney, Bonnie
Advisor:
Lados, Diana A.
and
Spangenberger, Anthony
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
16.
Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets
Creator:
Yin, Biao
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
17.
Modeling of Gaseous Ferritic Nitrocarburizing of Steels
Keyword:
Flux analysis
,
Diffusion path
,
Nitriding, Nitrocarburizing
,
Potential diagrams
, and
AISI 4140, AISI 1018
Creator:
You, Haoxing
Advisor:
Sisson, Richard D.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
18.
Stochastic Analysis of Mean-Field Games, Portfolio Optimization and Low-Rank Matrix Approximation
Keyword:
Low-Rank Matrix Approximation
,
Portfolio Optimization
,
Mean-Field Games
, and
Stochastic Analysis
Creator:
Lai, Peiyao
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
19.
Authorship, Collaboration, and Influence of IS Scholars: A Social Network Analysis Approach
Creator:
Zhou, Shimi
Advisor:
Loiacono, Eleanor T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Business Administration
20.
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks
Keyword:
Large Language Model
,
Multi-Level Label
,
Incomplete Label
,
Noisy Label
,
In-Context Learning
, and
Foodborne Illness Detection
Creator:
Zhang, Dongyu
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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1
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Aasi, Aref
1
Abbott, Alycia
1
Abu-Lail, Laila I.
1
Abu-Lail, Nehal Ibrahim
1
Abujrida, Hamza
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Addison, W. A. Bland
1
Agu, Emmanuel
1
Agu, Emmanuel O.
8
Albert, Mitchel
1
Albrecht, Dirk
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Ackerman, Jerome L.
1
Adams, David S.
8
Addison, W. A. Bland
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Agheli, Mahdi
2
Agu, Emmanuel
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Unit (Department)
Aerospace Engineering
9
Biochemistry
1
Bioinformatics & Computational Biology
8
Biology & Biotechnology
32
Biomedical Engineering
63
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Publisher
Worcester Polytechnic Institute
885
UN SDG
1 - No Poverty
1
2 - Zero Hunger
1
3 - Good Health and Well-being
3
6 - Clean Water and Sanitation
1
7 - Affordable and Clean Energy
1
8 - Decent Work and Economic Growth
1
9 - Industry, Innovation and Infrastructure
3
11 - Sustainable Cities and Communities
1
12 - Responsible Consumption and Production
1
13 - Climate Action
2
Not Specified
7
Resource type
Dissertation
885
License
https://creativecommons.org/licenses/by/4.0/
21
https://creativecommons.org/licenses/by-nc/4.0/
17