1. Categorizing Synthetic Aperture Sonar Imagery Using Pre-Trained Neural Networks and Artificial Data Open Access Author: Ahmed, Raiid Title: Categorizing Synthetic Aperture Sonar Imagery Using Pre-Trained Neural Networks and Artificial Data Area of Honors: Mechanical Engineering Keywords: Mechanical EngineeringMachine LearningNeural NetworksAcousticsSonar3D PrintingCADMATLABLabVIEWPythonFast.aiMNIST File: Download Ahmed_Raiid_Categorizing_Synthetic_Aperture_Sonar_Imagery_Using_Pre-Trained_Neural_Networks_and_Artificial_Data.pdf Thesis Supervisors: Daniel C Brown, Jr., Thesis SupervisorBo Cheng, Thesis Honors Advisor
2. 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
3. Defect Identification and Classification of Cellular Glass Open Access Author: Burlovic, Benjamin Title: Defect Identification and Classification of Cellular Glass Area of Honors: Mechanical Engineering Keywords: Non Destructive TestingNeural NetworksImage ClassificationMachine Learning File: Download Burlovic_Benjamin_Honors_Thesis_Final.pdf Thesis Supervisors: Ryan L Harne, Thesis SupervisorMargaret Louise Byron, Thesis Honors Advisor