Keyword: machine learning - Blacklight Search Results

1. Characterizing Situational Control Assessment Mechanisms for Emotion Prediction Tasks in a Large Language Model

Open Access

Author:: Craig, Lucas
Title:: Characterizing Situational Control Assessment Mechanisms for Emotion Prediction Tasks in a Large Language Model
Area of Honors:: Computer Science
Keywords:: large language model
emotion
cognition
explainable ai
mechanistic interpretability
theory of mind
ai
machine learning
Thesis Supervisors:: James Z Wang, Thesis Supervisor
Sencun Zhu, Thesis Honors Advisor
Shagufta Mehnaz, Faculty Reader

2. Metrics Matter: Comparing Classification and Segmentation Models for Automated Sleep Scoring Using Electrophysiological Signals

Open Access

Author:: Umbel, Lily
Title:: Metrics Matter: Comparing Classification and Segmentation Models for Automated Sleep Scoring Using Electrophysiological Signals
Area of Honors:: Engineering Science
Keywords:: machine learning
ai
ml
sleep scoring
sleep architecture
classification
segmentation
neural engineering
Thesis Supervisors:: Bruce Gluckman, Thesis Supervisor
Gary L. Gray, Thesis Honors Advisor

3. A Diffusion-Based Framework for Designing Molecules in Flexible Protein Pockets

Restricted (Penn State Only)

Author:: Budakoti, Shreshty
Title:: A Diffusion-Based Framework for Designing Molecules in Flexible Protein Pockets
Area of Honors:: Mathematics
Keywords:: machine learning
diffusion models
generative AI
molecular design
protein flexibility
drug discovery
Thesis Supervisors:: Jian Wang, Thesis Supervisor
Luen-Chau Li, Thesis Honors Advisor

4. Combining Automated and Human Classification Decisions

Open Access

Author:: Kumar, Suraj
Title:: Combining Automated and Human Classification Decisions
Area of Honors:: Computer Science
Keywords:: automated grading
machine learning
natural language processing
classification
deferral
neural networks
student assessment
Thesis Supervisors:: Rebecca Jane Passonneau, Thesis Supervisor
Sencun Zhu, Thesis Honors Advisor

5. Experimental and Computational Analysis of Antibiotic Resistant Bacterial Growth to Predict Minimum Inhibitory Concentrations

Open Access

Author:: Smith, Samara
Title:: Experimental and Computational Analysis of Antibiotic Resistant Bacterial Growth to Predict Minimum Inhibitory Concentrations
Area of Honors:: Biomedical Engineering
Keywords:: antibiotic resistance
sepsis
minimum inhibitory concentration
machine learning
Thesis Supervisors:: Pak Kin Wong, Thesis Supervisor
Nanyin Zhang, Thesis Honors Advisor
Scott H Medina, Faculty Reader

6. Improved Unet Model for Medical Image Segmentation Tasks

Open Access

Author:: Saldubehere, David
Title:: Improved Unet Model for Medical Image Segmentation Tasks
Area of Honors:: Computer Science
Keywords:: Unet
Computer Vision
Graph Networks
machine learning
deep learning
medical imaging
MRI
Ultrasound
Thesis Supervisors:: Mohamed Khaled Almekkawy, Thesis Supervisor
Mohamed Khaled Almekkawy, Thesis Honors Advisor
Huijuan Xu, Faculty Reader

7. Modeling Microbubble Motion in Poiseuille Flow Using Neural Networks: A Comparative Study of Physics-Informed, Data-Driven, and Hybrid Approaches

Open Access

Author:: Hanafi, Ashhad
Title:: Modeling Microbubble Motion in Poiseuille Flow Using Neural Networks: A Comparative Study of Physics-Informed, Data-Driven, and Hybrid Approaches
Area of Honors:: Computer Science
Keywords:: neural networks
neural network
flow
microbubble
microbubbles
bubbles
bubble
pinn
physics-informed
data
data-driven
BUFF
flow field
loss
MSE
trajectory
poiseuille
network
neural
PDE
ODE
differential
equations
equation
physics
machine
learning
machine learning
Thesis Supervisors:: Mohamed Khaled Almekkawy, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

8. Modeling Synthetic Financial Networks for Outlier-Based Shell Company Detection

Open Access

Author:: Bodie, Nicholas
Title:: Modeling Synthetic Financial Networks for Outlier-Based Shell Company Detection
Area of Honors:: Finance
Keywords:: shell company
money laundering
machine learning
synthetic data
anomaly detection
Thesis Supervisors:: Ed Ketz, Thesis Supervisor
Brian Spangler Davis, Thesis Honors Advisor

9. Utilizing Neural Networks for Data-Driven Modeling of Alzheimer’s Disease

Open Access

Author:: Bohse, Emma
Title:: Utilizing Neural Networks for Data-Driven Modeling of Alzheimer’s Disease
Area of Honors:: Mathematics
Keywords:: machine learning
mathematical modeling
physics informed neural networks
Alzheimer's Disease
data-driven modeling
Thesis Supervisors:: Wenrui Hao, Thesis Supervisor
Aissa Wade, Thesis Honors Advisor

10. A-ManPG for sparse PCA via penalized matrix approximation

Open Access

Author:: Huang, Justin
Title:: A-ManPG for sparse PCA via penalized matrix approximation
Area of Honors:: Statistics
Keywords:: machine learning
pca
unsupervised learning
optimization
sparse pca
Thesis Supervisors:: Lingzhou Xue, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor

Your selections:

1. Characterizing Situational Control Assessment Mechanisms for Emotion Prediction Tasks in a Large Language Model

2. Metrics Matter: Comparing Classification and Segmentation Models for Automated Sleep Scoring Using Electrophysiological Signals

3. A Diffusion-Based Framework for Designing Molecules in Flexible Protein Pockets

4. Combining Automated and Human Classification Decisions

5. Experimental and Computational Analysis of Antibiotic Resistant Bacterial Growth to Predict Minimum Inhibitory Concentrations

6. Improved Unet Model for Medical Image Segmentation Tasks

7. Modeling Microbubble Motion in Poiseuille Flow Using Neural Networks: A Comparative Study of Physics-Informed, Data-Driven, and Hybrid Approaches

8. Modeling Synthetic Financial Networks for Outlier-Based Shell Company Detection

9. Utilizing Neural Networks for Data-Driven Modeling of Alzheimer’s Disease

10. A-ManPG for sparse PCA via penalized matrix approximation

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