1. Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications Open Access Author: Fox, Maxine Rebecca Title: Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications Graduate Program: Electrical Engineering Keywords: wavelet scattering networksquantizationmachine learningbackpropagationconvolutional neural networks File: Download MaxineFox_MS-Thesis.pdf Committee Members: Ram Mohan Narayanan, Thesis Advisor/Co-AdvisorTimothy Joseph Kane, Committee MemberDr. Raghu G. Raj, Special SignatoryKultegin Aydin, Program Head/Chair
2. Leveraging Data-Science to Characterize Additively Manufactured Electromagnetic Components Open Access Author: Sessions, Deanna Title: Leveraging Data-Science to Characterize Additively Manufactured Electromagnetic Components Graduate Program: Electrical Engineering Keywords: Additive manufacturingfrequency selective surfaceconformal electromagneticsmachine learning File: Download Deanna_Sessions_Thesis_v1.pdf Committee Members: Gregory Huff, Thesis Advisor/Co-AdvisorTimothy Joseph Kane, Committee MemberKultegin Aydin, Program Head/Chair
3. machine learning-enhanced dynamic laser speckle imaging for rapid antimicrobial susceptibility testing Open Access Author: Zhou, Keren Title: machine learning-enhanced dynamic laser speckle imaging for rapid antimicrobial susceptibility testing Graduate Program: Electrical Engineering Keywords: Antibacterial susceptibility testingphenotypebacterialaser speckle imagingmachine learning File: Download Ms_kz_v3.pdf Committee Members: Seyedehaida Ebrahimi, Thesis Advisor/Co-AdvisorZhiwen Liu, Committee MemberKultegin Aydin, Program Head/Chair