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Home > Academic departments > Computer Science > CS Senior Theses

Computer Science Senior Theses

Theses/dissertations from 2024 2024.

Exploring Tokenization Techniques to Optimize Patch-Based Time-Series Transformers , Gabriel L. Asher

Welfare Maximization in the Airplane Problem , Alina Chadwick

Shader-based Real-time Image Tracking for Mobile Augmented Reality , Andrew Wang Chen

Exploring Applications of AI in Developer-Side Web Accessibility Practices , Maria H. Cristoforo

Mechanical Scanning Sonar Projections with a Monocular Camera , Xenia Dela Cueva

College Course Assignment: Maximality, Fairness, Scheduling , Emily Y. Gao

Math, ChatGPT, and You: The Problem with Mathematical Accuracy in Large Language Models , Alexandre M. Hamel

Curating Familiarity within the Unfamiliar: Exploring Non-Native Mobile App Experiences to Create Cross-Cultural Design Frameworks , Hanna Hong

Latent Auto-recursive Composition Engine: A Generative System for Creative Expression in Human-AI Collaboration , Yenkai Huang

RIPL: Recursive Inference for Policy Learning , Kunal Jha, Jeremy R. Manning, and Alberto Quattrini Li

SPACE BOUNDS FOR ESTIMATING MINIMUM NORM OF SOLUTIONS IN UNDERCONSTRAINED SYSTEMS , Jeffrey Jiang

Investigating Bias in Mortgage-Rate Machine Learning Models , Will Kalikman

Connection-Saving Gate Assignment: A Computational Approach , Rob Mailley

Advancing Clinical Bacterial Diagnosis: Gram-Stained Whole-Slide Image Classification with Attention-Based Deep Learning , Jack McMahon

Examining Differences in Concept Representation Across Similarity Spaces Between Humans and Large Language Models , Krishnachandra Nair

Open Source Supply Chain Security: a Cost-Benefit Analysis of Achieving Various Security Thresholds in Build Environments , Carly Retterer

Emotional Regulation on Modulating Associations between Depression and Physical Activity as Characterized via Deep Learning , Franklin Ye Ruan

Achieving Domain-Independent Certified Robustness via Knowledge Continuity , Alan Wenyuan Sun

Data-Driven Computing Methods for Nonlinear Physics Systems with Geometric Constraints , Yunjin Tong

Evading Antivirus Detection by Abusing File Type Identification , Chavin Udomwongsa

Measuring Confidentiality with Multiple Observables , John J. Utley

Whisper: Proximity-Based Authentication for Securely Sharing Secrets , Charles A. Vogel

Implementing Selective Signature Scanning to Optimize Malware Detection , Lucas Gray Wilbur

Experimental Methods in Predicting Market Drift and other Portfolio Optimization Factors using Graph Theory , Perry Harrison Zhang

Theses/Dissertations from 2023 2023

Utilizing Natural Language Processing for Automated Clinical Text Review: Identification of Care Preference Documentation in Patients’ Discharge Summaries , Saksham Arora

GeoRCF-GN: Geography-Aware State Prediction in Dynamic Networks , Barkin Cavdaroglu

Connecting Linguistic Expressions and Pain Relief Through Transformer Model Construction and Analysis , Sarah M. Chacko

Cyclic Mixed-Radix Dense Gray Codes , Jessica Cheng

NOVEL GENERALIZATIONS AND ALGORITHMS FOR THE MAX-k-COVERAGE PROBLEM , Luc Cote

An Empirical Study of Locality-Sensitive Hashing to Approximate the Minimum Spanning Tree , Elizabeth Crocker

Investigating English-Language Dialect-Adjusted Models , Samiha Datta

Interpreting Business Strategy and Market Dynamics: A Multi-Method AI Approach , Lobna Jbeniani

An Algorithmic Approach to Jazz Guitar Voice-Leading Chord Fingerings , Matthew B. Keating

Counterfactual Replacement Analysis for Interpretation of Blackbox Sexism Classification Models , Anders Knospe

Sarcasm Detection in English and Arabic Tweets Using Transformer Models , Rishik Lad

Unmasking Bias: Investigating Strategies for Minimizing Discrimination in AI Models , Julia L. Martin

Data-Optimized Spatial Field Predictions for Robotic Adaptive Sampling: A Gaussian Process Approach , Zachary Nathan

Predictive AI for the S&P 500 Index , Jacqueline Rose Perry

Deep Learning for Skin Photoaging , Gokul Srinivasan

Utilizing Mixed Graphical Network Models to Explore Parent Psychological Symptoms and Their Centrality to Parent Mental Health in Households with High Child Screen Usage , Piper F. Stacey, Nicholas C. Jacobson, and Damien Lekkas

Exploring Improvements to Space-Bounded Derandomization from Better Pseudorandom Generators , Boxian Wang

Stereotypes and Language Models: Understanding how language models encode stereotypes, debiasing language models, and examining how stereotypes affect conversations , Brian C. Wang

The Dilemma of Disclosure: Designing Interpersonal Informatics Tools for Mood Tracking , Daniel Earl Westphal

Theses/Dissertations from 2022 2022

Towards a Computational Model of Narrative on Social Media , Anne Bailey

Entity Based Sentiment Analysis for Textual Health Advice , Dae Lim Chung

Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems , Daniel DiPietro

Leveraging Context Patterns for Medical Entity Classification , Garrett Johnston

Destabilizing Terrorist Networks , John Keane

Determining American Sign Language Joint Trajectory Similarity Using Dynamic Time Warping (DTW) , Rohith Mandavilli

Designing narrative-based interfaces for collective action: A case study using Amazon, climate change, and consumer behavior , Catherine Parnell

Machine Learning and the Network Analysis of Ethereum Trading Data , Santosh Sivakumar

TorSH: Obfuscating consumer Internet-of-Things traffic with a collaborative smart-home router network , Adam Vandenbussche

Analyzing Behavioral Adaptation to COVID-19 And Return To Pre-Pandemic Baselines in a Cohort of College Seniors , Vlado Vojdanovski

Theses/Dissertations from 2021 2021

The Discrete-Event Modeling of Administrative Claims (DEMAC) System: Dynamically modeling the U.S. healthcare delivery system with Medicare claims data to improve end-of-life care , Rachael Chacko

An inside vs. outside classification system for Wi-Fi IoT devices , Paul Gralla

Exploring the Long Tail , Joseph H. Hajjar

Counting and Sampling Small Structures in Graph and Hypergraph Data Streams , Themistoklis Haris

Exploring the Relationship Between Intrinsic Motivation and Receptivity to mHealth Interventions , Sarah Hong

Lexical Complexity Prediction with Assembly Models , Aadil Islam

Deterring Intellectual Property Thieves: Algorithmic Generation of Adversary-Aware Fake Knowledge Graphs , Snow Kang

Exploring the Use of Social Media to Infer Relationships Between Demographics, Psychographics and Vaccine Hesitancy , Abhimanyu Kapur

Fine-Grained Detection of Hate Speech Using BERToxic , Yakoob Khan

Examining Polarized COVID-19 Twitter Discussion Using Inverse Reinforcement Learning , Sydney Lister

A configurable social network for running IRB-approved experiments , Mihovil Mandic

Improving existing methods for calculating embodied carbon emissions in trade through feature discovery: an information theoretic approach , Sam Morton

Impulse Method for Shallow Water Simulation , Evan Muscatel

Classifying Common Knee Rehabilitation Exercise Mistakes Using IMU Data , Fedor Myagkov

Object Manipulation with Modular Planar Tensegrity Robots , Maxine Perroni-Scharf

Physically Based Rendering Techniques to Visualize Thin-Film Smoothed Particle Hydrodynamics Fluid Simulations , Aditya H. Prasad

Interpreting Attention-Based Models for Natural Language Processing , Steven J. Signorelli Jr

Implementation and Optimization of PEG Parsers for Use on FPGAs , Shikhar Sinha

Informative Journaling Application (Unwind) for Ambient Awareness on Mood in Young Adults to Reduce Anxiety and Depression: A randomized, placebo-controlled trial , Jalen Wang

Producing Easy-to-Verify Proofs of Linearizability , Ugur Yavuz

Theses/Dissertations from 2020 2020

Information Network Navigation , Ryan W. Blankemeier

Memory constraints in cued-recall-dependent learning and performance tasks: Why do humans struggle with simple yet memory-intensive tasks? , Jack L. Burgess

Push-relabel algorithms for computing perfect matchings of regular bipartite multigraphs , Benjamin J. Coleman

A Clustering Algorithm for Early Prediction of Controversial Reddit Posts , Abenezer Daniel Dara

Towards Ryser's Conjecture: Bounds on the Cardinality of Partitioned Intersecting Hypergraphs , Anna E. Dodson

Mining Academic Publications to Predict Automation , Elena A. Doty

Digital Legacies for Digital Natives , Katie Goldstein

Predicting Influencer Virality on Twitter , Danah K. Han

A Critical Audit of Accuracy and Demographic Biases within Toxicity Detection Tools , Jiachen Jiang

Probabilistic Error Upper Bounds For Distributed Statistical Estimation , Matthew Jin

Learning Humor Through AI: A Study on New Yorker's Cartoon Caption Contests Using Deep Learning , Ray Tianyu Li

A computational approach to analyzing and detecting trans-exclusionary radical feminists (TERFs) on Twitter , Christina T. Lu

VR-Notes: A Perspective-Based, Multimedia Annotation System in Virtual Reality , Justin Luo

Query Free Adversarial Transfer via Undertrained Surrogates , Christopher S. Miller

Restoring Humanity to Those Dying Below: An Inquiry Concerning the Ethics of Autonomous Weapons Systems , Juliette A. Pouchol

Regression-based motion planning , Josiah K. Putman

Autonomous Eye Tracking in Octopus bimaculoides , Mark Andrew Taylor

Label Noise Reduction Without Assumptions , Jason Wei

Automatic Generation of Input Grammars Using Symbolic Execution , Linda Xiao

Theses/Dissertations from 2019 2019

Convergence Times of Decentralized Graph Coloring Algorithms , Paul B. de Supinski

Orthogonal Array Sampling for Monte Carlo Based Rendering , Afnan Enayet

Fair Algorithms for Clustering , Nicolas J. Flores

Evaluating the Efficacy of Magnetometer-Based Vehicle Sensors , Luke A. Hudspeth

Multi-Ontology Refined Embeddings (MORE): A Hybrid Multi-Ontology and Corpus-based Semantic Representation for Biomedical Concepts , Steven Jiang

Twitter Bot Detection in the Context of the 2018 US Senate Elections , Wes Kendrick

Application of Binary Search to Video Annotation and Behavior Tracking for the Social Sciences , Caitlyn Lee

Is Augmented Reality in Denial of the Convention? Examining the Presence of Uncanny Valley in Augmented Reality , Sung Jun Park

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Ora Cullen Senior Thesis: Gravity-Induced Quantum Entanglement via Higher Order Inverted Oscillator Potential Advisor: Miles Blencowe

Stephanie Damish Senior Thesis: Detailed Modeling of Secondary Neutral Helium in the Heliosphere Advisor: Hans Mueller

Hadiye Nisa Kuvvet Senior Thesis: Noise Reduction in Quantum Systems Through a Kalman Filter Advisor: Alex Rimberg

Declan O'Scannlain Senior Thesis: Numerical Investigation of the Energy Spectrum in Hooke's Atom Advisor: Rufus Boyack

Rujuta Purohit Senior Thesis: AGNs and IMBH in Local Dwarf Galaxies Advisor: Ryan Hickox

Sophia Rubens Senior Thesis: The Jet Mechanism of Gravitationally Lensed Blazar PKS 1830-211 Advisor: John Thorstensen

Kendall Sippy Senior Thesis: Impacts of AGN Radiation on Planetary Atmospheres Advisor: Ryan Hickox

Allan Wang Senior Thesis: Three-Body Orbits in General Relativity Advisor: Robert Caldwell

Nathaniel Alden Senior Thesis: Anomalies in the decay rates if B-mesons and strong gravity Advisor: Roberto Onofrio

Wynter Alford Senior Thesis: Analysis of dipolar decoupling sequences using average Hamiltonian theory and Floquet theory Advisor: Chandrasekhar Ramanathan

Chase Alarado-Anderson Senior Thesis: The Stress of Love: Tidal Effects & Orbital Parameters on M Dwarf Planet Habitability Advisor: Elisabeth Newton and John Thorstensen

Abigail Burrows Senior Thesis: Eddington ratio distributions in the low-redshift AGN population Advisor: Ryan Hickox

Jack Duranceau Senior Thesis: Discovery and Characterization of Exoplanetary System TOI3353 Advisor: Elisabeth Newton and Ryan Hickox

Matthew Goodbred Senior Thesis: First Principles Theory of the Reconnection Rate in Relativistic Pair Plasmas Advisor: Yi-Hsin Liu

Nathalie Korhonen Cuestas Senior Thesis: Assessing the accuracy of measures of shape on quassar broad features Advisor: Ryan Hickox

Grace Kwon Senior Thesis: Interpretation of Plasma Signatures from the CREX-2 Sounding Rocket Mission Advisor: Kristina Lynch

Cassidy Nicks Senior Thesis: Mechanical Quantum Analog of Black Holes that Emit Hawking Radiations Advisor: Miles Blencowe

Shadi Ali Ahmad Senior Thesis: Relative Subsystems and Entanglement in Gauge Theory Advisor: Alexander R.H. Smith

Christopher Candelora Senior Thesis: Characterization of the Charge Carriers in Graphene Devices Advisor: Chandrasekhar Ramanathan

Owen Eskandari Senior Thesis: Hamiltonian Engineering of Dipolar Coupled Spin Systems Using Reinforcement Learning Advisor: Chandrasekhar Ramanathan

Clara Goldberger Senior Thesis: A New Method of Estimating Density Profiles of Auroral Roars and Observation of Presence of a Lower Density Gap Advisor: James LaBelle

Paola Karapataki Senior Thesis: Curvature Effects on Bosonic Dark Matter Mixing around Compact Objects Advisor: Devin Walker

Edward McManus Senior Thesis: Over the Picket Fence: A Simulated Analysis of STEVE Picket Fence Drivers Advisor: Kristina Lynch

Zehua Song Senior Thesis: The Sensitivity of Space-based Gravitational-Wave Detectors to The Stochastic Gravitational-Wave Background Advisor: Robert Caldwell

Ben Squarer Senior Thesis: Numerical Model for Computing the Reactivities of Kappa-Distributed Nuclear Plasmas Advisor: Roberto Onofrio

Ian Siehl Senior Thesis: Information theory and exoplanetary atmospheres: A new way to detect life Advisor: Marcelo Gleiser

Timothy Strang Senior Thesis: Neural Nets for Hartree-Fock Advisor: James Whitfield

Brian Drisdelle Senior Thesis: Wave Packets and Superluminality in Neutrino Time-of-Flight Measurements Advisor: Roberto Onofrio

Will Kaufman Senior Thesis: Using Reinforcement Learning for Quantum Control in Magnetic Resonance Advisor: Chandrasekhar Ramanathan

Jack Parker Senior Thesis: Uncovering Hidden AGN: A Search for Central Black Holes in Dwarf Galaxies Advisor: Ryan Hickox

Eashwar Sivarajan Senior Thesis: On the Detection of the Oscillatory Unruh Effect Advisor: Miles Blencowe

Claire Trop Senior Thesis: Traveling Ionospheric Disturbances Tracked through Doppler shifted AM Radio Transmissions Advisor: James LaBelle

Relating Flows and Currents in Auroral Arcs Joshua Gutow Advisor: Kristina Lynch

A Luminosity Function for Field Ultra-diffuse Galaxies Joshua Perlmutter Advisor: R yan Hickox

An Analysis of Optical Polarization Angle Variations in Blazar Jets Tara Sweeney Advisor: Jedidah Isler

Modeling Astrospheres of Cool Main-sequence Stars According to Observable Stellar Parameters Gregory Mark Szypko Advisor: Hans Mueller

Tara E. Gallagher Fabrication and Characterization of Graphene Devices Advisor: Chandrasekhar Ramanathan

Adam Burnett Senior Thesis: Testing Theories of Aural Radio Emissions With Direction-of-Arrival Measurements Advisor: James LaBelle

Krishan Canzius Senior Thesis: Entanglement Metrcis in Quantum Spin Chains Advisor: Chandrasekhar Ramanathan

Emily Golitzin Senior Thesis: Follow-up on a Swift/BAT Detected Seyfert II: Gas Ionization, Kinematics and the Spectral Energy Distribution of SWIFT J0446.4 + 1828 Advisor: Ryan Hickox

Raphael Hviding Senior Thesis: Understanding the Galactic Scale Effect of AGN with Fabry-Perot Spectroscopy from SALT Advisor: Ryan Hickox

Alana Juric Senior Thesis: Studying the Space Weather of Exoplanets in Binary Star Systems Advisor: Hans Mueller

Chenguant Li Senior Thesis: Memory Reactivation in Neural Networks Advisor: Alex Rimberg

Katherine Mentzer Senior Thesis: Extracting Density-Density Correlations From Quantum Degenerate Gases Advisor: Kevin Wright

Saba Nejad Senior Thesis: Does Gravity Enforce Macrorealism Advisor: Miles Blencowe

Andrew Sun Senior Thesis: Time-Dependent Simulation of Neutral Helium in the Heliosphere Advisor: Hans Mueller

Douglas Tallmadge Senior Thesis: Inertial Electrostatic Confinement Fusion as an Undergraduate Laboratory Advisor: Robyn Millan

William Tremml Senior Thesis: Methods of Approximating Divergence-Free Vector Fields for Ionospheric Data Advisor: Kristina Lynch

Kent Ueno Senior Thesis: Entanglement Spectra of Engineered NMR Spin Hamiltonians Advisor: Chandrasekhar Ramanathan

Erik Weis Senior Thesis: Benchmarking Quantum Computers Using Electronic Structure Algorithms Advisor: James Whitfield

Anne Woronecki Senior Thesis: Optical Trapping and Transportation of an Ultracold Cloud Using a Focus Tunable Lens Advisor: Kevin Wright

Samuel Greydanus Senior Thesis: Approximating Matrix Product States with Machine Learning Advisor: James Whitfield

Margaret Lane Senior Thesis: X-Ray Spectral Modeling of Obscured AGN with Torus Models and Comparison to Mid-IR Emission Advisor: R yan Hickox

Jack Neustadt Senior Thesis: Optical Observations of Galactic Supernova Remnants Advisor: R obert Fesen

Lucas Bezerra Senior Thesis: Fast Wavefront Characterization of Optical Traps for Quantum Gases Advisor: Kevin Wright

Pawan Dhakal Senior Thesis: High Precision Helium Spectroscopy and Quantum Gravity Effects Advisor: R oberto Onofrio

Oscar Friedman Senior Thesis: Time Evolution of the Wigner Flow Function Advisor: Miles Blencowe

Muhammad Kiani Senior Thesis: Fabrication and Characterization of Graphene Devices Advisor: Chandrasekhar Ramanathan

Luis Martinez Senior Thesis: Bubbles in My Scalar Field Soup: A Study on Oscillons in Cosmology Advisor: M ercelo Gleiser

Jonathan Vandermause Senior Thesis: Characterization and Control of Nuclear Spin Systems Advisor: Chandrasekhar Ramanathan

Kathryn Waychoff Senior Thesis: Zonal Wind Variability of the Jovian Planets Advisor: Robyn Millan

William Athol Senior Thesis: Design and Validation of a Zero Field and Low Field EDMR System Advisor: Chandrasekhar Ramanathan

Matthew Digman Senior Thesis: Gravitational Anomaly in Anistropic Spacetimes Advisor: Robert Caldwell

Nina Maksimova Senior Thesis: Testing Alternatives to the Standard Cosmological Model using the Cosmic Microwave Background Advisor: Robert Caldwell

Laurel Anderson Senior Thesis: Experimental Control of Spin Chain Dynamics Advisor: Chandrasekhar Ramanathan

Todd Anderson Senior Thesis: Orbital Dynamics Model of a CubeSat Swarm Under Aerodynamic Torque in LEO Advisor: Kristina Lynch

Spencer Diamond Senior Thesis: Plasma Etch Characterization for Use in Cavity Optomechancis Experiment Advisor: Alex Rimberg

Peter Horak Senior Thesis: Attitude Estimation for Rocket-Borne Sensorcraft Advisor: Kristina Lynch

Sarah Pasternak Senior Thesis: Design and Early Verification of an Electrically Detected Magnetic Resonance (EDMR) System Advisor: Chandrasekhar Ramanathan

Nathan Utterback Senior Thesis: Kinematic Modeling and Analysis of the Galactic Supernova Remnant 3C58 (G130.7 + 3.1) Advisor: R obert Fesen

Benjamin Katz Senior Thesis: Special-Relativistic Effects of a Microscale Oscillator on a Macroscopic Quantum State Advisor: Miles Blencowe

Alexander Meill Senior Thesis: Implementing Measurement-Based Quantum Computing in Nuclear Magnetic Resonance Advisor: Chandrasekhar Ramanathan

Michael Chilcote Senior Thesis: Numerical and Experimental Investigations of Ionospheric Sounding Using AM Radio Advisor: James LaBelle

Aryeh Drager Senior Thesis: Using Multimedia Pre-Lecture Assignments to Improve the Introductory Physics Experience Advisor: Robyn Millan

Emily DeBaun Senior Thesis: Nonlinear Dynamics of a Biological Cell in a Uniform Electric Field Advisor: Miles Blencowe

Nicholas Knezek Senior Thesis: An Analysis of Energetic Oxygen Interaction with Europe in the Jovian Magnetosphere Advisor: Robyn Millan

Amanda Slagle Senior Thesis: Vector Field Mapping and Analysis Using Finite Sensor Swarms Advisor: Kristina Lynch

Dhrubo Jyoti Senior Thesis: Numerical Explorations of Dipolarly-Coupled Chaotic Quantum Spin Systems Advisor: Lorenza Viola

John Roland Senior Thesis: Fabrication of Nano-Mechanical Resonators for the Study of the Quantum to Classical Transition Advisor: Alex Rimberg

Julianna Scheiman Senior Thesis: The Feasibility of Using POES Satellite Data and Ground-Based Riometer Data to Examine Relativistic Electron Events Advisor: Robyn Millan

Ian Boneysteele Senior Thesis: Delta Pion Channels Advisor: Timothy Smith

Laura DeLorenzo Senior Thesis: The Non-Linear Dynamics of a DC Voltage Biased Microwave Cavity With An Embedded Josephson Junction Advisor: Miles Blencowe

Ian Hayes Senior Thesis: Microwave Resonators for the Study Of the Quantum-To-Classical Transition Advisor: Alex Rimberg

Umair Siddiqui Senior Thesis: Design, Calibration and Use of a Collimated Electron Source for Plasma Sheath Studies Advisor: Kristina Lynch

Evan W. Brand Senior Thesis: Dynamics of an Oscillating Classical Heisenberg Spin Chain Advisor: Miles Blencowe

Benjamin Chapman Senior Thesis: Nonlinear Effects in Oscillator Chains Advisor: Miles Blencowe

Matthew Schenker Senior Thesis: VLBI Mapping of H2O Megamasers in MRK 1419 Advisor: John Thorstensen

Wendell Smith Senior Thesis: The Entangled Twin Paradox Advisor: Miles Blencowe

Steven J. Weber Senior Thesis: Radio Frequency Quantum Point Contacts With On-Chip Inductors Advisor: Alex Rimberg

Phillip Bracikowski Senior Thesis: Study of Mesospheric Dust Advisor: Kristina Lynch

Alexander Crew Senior Thesis: Data Analysis of Magnetic Fields from the ROPA Sounding Rocket Advisor: Kristina Lynch

Parker Fagrelius Senior Thesis: Understanding Quantum Mechanics: Entangling our Reality Advisor: Marcelo Gleiser

Brendan Huang Senior Thesis: Investigation of Microscopic Photon and Phonon Non-Demolition Schemes Advisor: Miles Blencowe

Leon Maurer Senior Thesis: Low Temperature Coulomb Blockade Advisor: Alex Rimberg

Bennet Meyers Senior Thesis: Bremsstrahlung X-Rays Produced in Lightning Stroke Events Advisor: Robyn Millan

David Strauss Senior Thesis: VLF Propagation Study at 24kHz Advisor: James Labelle

Karl Yando Senior Thesis: Monte Carlo Simulation of the NOAH POES Particle Detector Module and Analysis of Relativistic Electron Fluxes Advisor: Robyn Millan

Jordan Zastrow Senior Thesis: An Optical Study of the Circumstellar Medium in Cassiopeia A Advisor: Robert Fesen