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Filtering by: Collections PhD Dissertations Publisher Worcester Polytechnic Institute

1. Analytical and Numerical Modeling of Gravity Multi Effects Thermal System (G-METS) Distillation for Enhanced Metal Recycling and Production

Keyword:: Gravity Multi-effects Thermal stystem, Comsol, Reduced Order Model, Finite element analysis model, and Metal Distillation
Creator:: Telgerafchi, Amy
Advisor:: Powell, Adam Clayton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mechanical Engineering

2. BAYESIAN PREDICTIVE INFERENCE WITH STICK-BREAKING PROCESSES AND SURVEY WEIGHTS

Creator:: Yang, Lingli
Advisor:: Nandram, Balgobin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-06-10
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

3. Efficient and Sustainable Neural Architecture Search

Keyword:: Monte Carlo Tree Search, Neural Architecture Search, and Deep Learning
Creator:: Zhao, Yiyang
Advisor:: Guo, Tian
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-07-05
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

4. Quantification and Characterization of Collagen-Binding Domain-Mediated LL37 Binding with Type I Collagen for Chronic Wound Healing

Keyword:: Collagen-binding domain, Peptide delivery, Wound healing, Cathelicidin LL37, Collagen, and Antimicrobial peptide
Creator:: Wei, Ziqi
Advisor:: Camesano, Terri Anne and Rolle, Marsha W.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-07-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Chemical Engineering

5. Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems

Keyword:: peft, homotopy, llm, continuation methods, deep learning, and iterative dynamical system
Creator:: Pathak, Harsh
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-02
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

6. Machine Learning Models for Passive Pre-symptomatic Detection of Covid-19 from Smart Wearable Data

Keyword:: Infectious Diseases, Smart Wearables, Passive Assessment, and Machine Learning
Creator:: Sarwar, Atifa
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-02
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

7. Using Black-Box Optimization Techniques to Solve Shape Optimization Problems in Fluid Mechanics

Keyword:: black-box optimization, fluid mechanics, shape optimization, mesh adaptive direct search, and coherent structures
Creator:: Drumm, Derek
Advisor:: Olson, Sarah D
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

8. Iterative Models for Machine Learning in the Physical Sciences

Keyword:: electromagnetics, iterative models, dynamical systems, neural network extrapolation, machine learning, and lunar lander
Creator:: Barger, Maria
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

9. Design And Evaluation Of Robotic Needle Steering Methods For Clinical Application

Keyword:: Robotic needle steering, Image-guided theraphy, Image-guided surgery, Needle steering, and Robotic prostate biopsy
Creator:: Tavakkolmoghaddam, Farid
Advisor:: Fischer, Gregory S.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Robotics Engineering

10. Nuances in Efficacy of Computer-Based Learning Platforms: Understanding the Interplay between Instructional Design, Engagement, and Learning

Keyword:: Causal Inference, Computer-Based Learning Platforms, Effect Heterogeneity, and Educational Efficacy
Creator:: Vanacore, Kirk
Advisor:: Sales, Adam
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-19
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Learning Sciences & Technologies

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