Theses and Dissertations — 2022

Masters Theses

Student Advisor(s) Thesis/Dissertation Title
Lan N. Dao Dr. Xin Fu Techniques with Impact of Process Variation in CNN Neuron Computation Output [Link]
Binh Duong Dr. Hien Van Nguyen Applying Machine Learning, Asset Allocation, and Risk Management in Selecting Stocks and Building Profitable Portfolio [Link]
Vinh Q Hoang Dr. Yuhua Chen Cost-Effective Network Reordering Using FPGA [Link]
Sujay Bhujanga Shaunak Dr. Yuhua Chen A Network Solution for Intelligent Vehicles Using Network Attached Hardware Block Framework [Link]
Ali Siddique Dr. Xingpeng Li Microgrid Optimal Scheduling and Risk Analysis [Link]
Yawei Su Dr. Jiefu Chen Physics Informed Machine Learning For Time Domain Electromagnetic Simulation [Link]


Student Advisor(s) Thesis/Dissertation Title
Jiajun Chang Dr. Ji Chen MRI RF-Induced Heating Prediction for Complex-Shaped Passive Implantable Devices Using Neural Network Methods [Link]
Jiahao Ding Dr. Miao Pan Towards Plausible Collaborative Machine Learning: Privacy, Efficiency and Fairness [Link]
Dilani Shanika Gunawardhana Loku Kuruppu Arachchige Dona Dr. David Mayerich Combining Quantum Dot Nanoparticles with Expansion Microscopy Enables Three-Dimensional Wide-Field Super- Resolved Imaging [Link]
David Euguren Dr. Jose L. Contreras-Vidal Design and Evaluation of a Powered Lower Limb Exoskeleton for Pediatric Gait Rehabilitation and Mobility [Link]
Guangxia Feng Dr. Xiaonan Shan Study on the Interfacial Chemical Reactions on Battery Electrodes Using Operando Imaging Techniques [Link]
Wei Hu Dr. Ji Chen MRI Safety Evaluation of Dual Leads and Fractured Leads Active Implantable Medical Devices in MRI [Link]
Amir Hussain Dr. Wajiha Shireen Control Methods for BESS Power Converters and Frequency Regulation in a Low Inertia Grid [Link]
Yuchen Jin Dr. Jiefu Chen Geophysical Inversion Enhanced by Deep Learning [Link]
Jing Li Dr. Zhu Han Contact Theory Framework for Cryptoeconomics [Link]
Jean Marcos Lobo da Fonseca Dr. Kaushik Rajashekara Power and Energy Management of Battery Energy Storage Systems for Grid Integration [Link]
Nareg Ohannesian Dr. Wei-Chuan Shih Advances in Plasmonic Biosensing Towards Detection, Quantitative Analysis and Molecular Profiling of Single Exosomes for Cancer Diagnosis
Chaoxian Qi Dr. Jiefu Chen Towards a Unified Framework for Inverse Source Problems and Multiscale Modeling in Layered Media [Link]
Mohsen Rakhsanderhroo Dr. Wei-Chuan Shih Determination of Tissue Optical Properties Using Angle-Resolved Reflectance/Transmission (AART) and Fabrication of Cylindrical Lens Used in Smartphone Light-Sheet Microsopy
Arun Venkatesh Ramesh Dr. Xingpeng Li Exploring System Flexibility, Addressing Computational Benefits and Application of Artificial Intelligence for Power System Operations [Link]
Vinay Rathore Dr. Kaushik Rajashekara Isolated Multilevel DC-DC Converters for Interfacing Battery Energy Storage Systems to Grid and Electric Vehicles [Link]
Farideh Foroozandeh Shahraki Dr. Saurabh Prasad Deep Learning for Multi-Channel Image Analysis with Applications to Remote Sensing and Biomedicine [Link]
Dian Shi Dr. Miao Pan Towards Intelligent Mobile Edging: High Efficiency, Low Cost, and Good Decision [Link]
Anant Kumar Singh Dr. Kaushik Rajashekara Optimum Control for Minimization of Torque Ripple in Synchronous Reluctance Machines [Link]
Mohammad M. Sultan Dr. Aaron T. Becker The Reachable Set for a Drone [Link]
Tian Tong Dr. Jiming Bao Photoacoustic Laser Streaming Phenomena, Mechanisms and Applications [Link]
Qiyu Wan Dr. Xin Fu Designing Highly-Efficient Hardware Accelerators for Robust and Automatic Deep Learning Technologies [Link]
Meiqi Xia Dr. Ji Chen The Tissue-reduced Virtual Family Models for RF-induced Heating Evaluation of Passive Medical Implants at 1.5 T and 3 T [Link]
Pengyu Yuan Dr. Hien Van Nguyen Better Generalization with Less Human Annotation Using Meta-Learning and Self-Supervised Learning for Image Analysis [Link]