41. Detecting Tropical Cyclone Secondary Eyewalls with a Microwave-Based Scheme Open Access Author: Cheung, Alex Title: Detecting Tropical Cyclone Secondary Eyewalls with a Microwave-Based Scheme Area of Honors: Meteorology Keywords: Tropical CyclonesSecondary Eyewall FormationEyewall Replacement CycleMeteorologyTropical MeteorologyMachine LearningDetection AlgorithmHurricanesSatelliteRemote Sensing File: Download Alvin_Cheung_Thesis.pdf Thesis Supervisors: Steven J Greybush, Thesis SupervisorRaymond Gabriel Najjar, Jr., Thesis Honors AdvisorJenni Evans, Thesis Supervisor
42. Brain Impact Analysis from Overpressure Sources Through Machine Learning Based on Explosion Simulations and Wearable Blast Gauges Open Access Author: Mackay, Jackson Title: Brain Impact Analysis from Overpressure Sources Through Machine Learning Based on Explosion Simulations and Wearable Blast Gauges Area of Honors: Mechanical Engineering Keywords: OverpressureMachine LearningBlast simulationssoldierpressure gaugelinear regressionridge regressionkeras regressionwarfare scenarios File: Download Thesis_Final_Submission_-_Jackson_Mackay.pdf Thesis Supervisors: Reuben H Kraft, Thesis SupervisorDaniel Humberto Cortes Correales, Thesis Honors Advisor
43. Artificial Intelligence and Machine Learning: Making Practical Use of a Growing Technology Open Access Author: Wackerman, Benjamin Title: Artificial Intelligence and Machine Learning: Making Practical Use of a Growing Technology Area of Honors: Supply Chain and Information Systems Keywords: Artificial IntelligenceMachine LearningSupply ChainOptimizationForecastingInventory File: Download Thesis_Final_Draft.pdf Thesis Supervisors: Robert Alexander Novack, Thesis SupervisorJohn C Spychalski, Thesis Honors Advisor
44. Compartmentalizing and Ordering Claude Monet's Water Lily Paintings Using a Data-Driven Approach Open Access Author: Hoover, Thomas Title: Compartmentalizing and Ordering Claude Monet's Water Lily Paintings Using a Data-Driven Approach Area of Honors: Data Sciences Keywords: DataMonetUNETSegmentationMachine Learningconvolutional neural networkartificial neural networkImpressionism File: Download Hoover_Final_Honors_Thesis_2022.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorJohn Yen, Thesis Honors Advisor
45. Investigating Optimal Input Parameters For Neural Networks Predicting Elderly Fall Risk Open Access Author: Lakhia, Shagun Title: Investigating Optimal Input Parameters For Neural Networks Predicting Elderly Fall Risk Area of Honors: Biomedical Engineering Keywords: GaitMachine LearningNeural NetworkFall RiskElderlyPredictionClassification File: Download Thesis_Final_Lakhia.pdf Thesis Supervisors: Anne Elizabeth Martin, Thesis SupervisorJustin Lee Brown, Thesis Honors Advisor
46. Surviving Covid Resistance and Resilience of Movie Box Office Based on Machine Learning Prediction Open Access Author: Fang, Yucheng Title: Surviving Covid Resistance and Resilience of Movie Box Office Based on Machine Learning Prediction Area of Honors: Telecommunications Keywords: MovieCovidMachine Learning File: Download Surviving_Covid_Resistance_and_Resilience_of_Movie_Box_Office_Based_on_Machine_Learning_Prediction.pdf Thesis Supervisors: Krishna Prasad Jayakar, Thesis SupervisorMatthew Jackson, Thesis Honors AdvisorRui Zhang, Thesis Supervisor
47. Modeling of Discrete Dynamic Systems Using an Integrated Operator-and Control- Theoretic Method Open Access Author: Pandey, Abhinav Title: Modeling of Discrete Dynamic Systems Using an Integrated Operator-and Control- Theoretic Method Area of Honors: Aerospace Engineering Keywords: Machine LearningKoopman Operator TheoryAnalytical BackpropogationData ScienceData Driven ModelingImitation LearningLinear Quadratic Regulator File: Download Abhinav_Pandey_Honors_Thesis.pdf Thesis Supervisors: Daning Huang, Thesis SupervisorNamiko Yamamoto, Thesis Honors Advisor
48. Utilizing Machine Learning to Predict Variable Threshold Target Speed for Future Motor Control Studies of the Brain Open Access Author: Muthler, Noah Title: Utilizing Machine Learning to Predict Variable Threshold Target Speed for Future Motor Control Studies of the Brain Area of Honors: Electrical Engineering Keywords: Machine LearningLogistic RegressionSupervised LearningAugmented RealityNeuroscienceMotor Control File: Download Noah_Muthler_Schreyer_Honors_Thesis.pdf Thesis Supervisors: Tarkeshwar Singh, Thesis SupervisorJulio Urbina, Thesis Honors Advisor
49. Analysis of Environmental Factors Contributing to the Eyewall Replacement Cycle of Hurricanes Open Access Author: Christino, Martha Title: Analysis of Environmental Factors Contributing to the Eyewall Replacement Cycle of Hurricanes Area of Honors: Meteorology Keywords: HurricanesMachine LearningEyewall Replacement CycleHurricane IntensificationEnvironmental File: Download ForReview_Christino_Thesis.pdf Thesis Supervisors: Paul Markowski, Thesis SupervisorPaul Markowski, Thesis Honors AdvisorAnthony Carl Didlake, Jr., Faculty ReaderGeorge Spencer Young, Thesis Supervisor
50. Fine Tuning Transformers for Political Manifesto Summarization and Quantification Open Access Author: Elisii, Patrick Title: Fine Tuning Transformers for Political Manifesto Summarization and Quantification Area of Honors: Computer Science Keywords: Machine LearningNatural Language ProcessingPolitical DocumentsSummarizationClassificationBERT File: Download Thesis-elisii_final.pdf Thesis Supervisors: Amulya Yadav, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
