Explore a selection of works produced by the Department of Electrical and Computer Engineering at Michigan Technological University.

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Works from 2023

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Benchmark Signals with Inter-harmonics for the Development of Harmonic Estimation Methods, M. A. Aziz Jahan, Shipra Tiwari, and Flavio B. Costa

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Understanding the multilevel phenomena that enables inorganic atomic layer deposition to provide barrier coatings for highly-porous 3-D printed plastic in vacuums, Nupur Bihari, Ismo T.S. Rauha, Giovanni Marin, Craig Ekstrum, Chathura de Alwis, Pierce Mayville, Hele Savin, Maarit Karppinen, and Joshua M. Pearce

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Wavelet-Based Harmonic Magnitude Measurement in the Presence of Interharmonics, Flavio Costa, Stefan Häselbarth, Sergey Yanchenko, Kai Strunz, and Aurenice M. Oliveira

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Guest Editorial: Introduction to Special Issue on 'Cloud-Edge-End Orchestrated Computing for Smart Grid', Ruilong Deng, Chee Wooi Ten, Chaojie Li, Dusit Niyato, and Fei Teng

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A Simple Micromilled Microfluidic Impedance Cytometer with Vertical Parallel Electrodes for Cell Viability Analysis, Jason Eades, Julianne F. Audiffred, Micah Fincher, Jin Woo Choi, Steven A. Soper, and William Todd Monroe

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Data-Driven Soil Water Content Estimation at Multiple Depths Using SFCW GPR, Vincent Filardi, Allen Cheung, Ruba Khan, Oren Mangoubi, Majid Moradikia, Seyed Reza Zekavat, Brian Wilson, Radwin Askari, and Douglas Petkie

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One-terminal traveling wave-based transmission line protection for LCC-HVDC systems, Rafael L.S. França, Francisco C. Silva, Flavio Costa, Kai Strunz, and Athula D. Rajapakse

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Ferroresonance case study in a distribution network and the potential impact of DERs and CVR/VVO, Gaurish S. Gokhale, Bruce A. Mork, John O'Donnell, and Steven R. Brehmer

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Toward open benchmark tests for automotive lidars, year 1: static range error, accuracy, and precision, Zach Jeffries, Jeremy Bos, Paul Mcmanamon, Charles Kershner, and Akhil Kurup

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Mobile-CellNet: Automatic Segmentation of Corneal Endothelium Using an Efficient Hybrid Deep Learning Model, Ranit Karmakar, Saeid Nooshabadi, and Allen O. Eghrari

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Alcohol Abuse Is Associated With Alterations in Corneal Endothelial Cell Morphology, Ranit Karmakar, Saeid Nooshabadi, John Lohmeier, Staci Terrin, and Allen O. Eghrari

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Winter adverse driving dataset for autonomy in inclement winter weather, Akhil Kurup and Jeremy Bos

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Two-terminal traveling-wave-based non-homogeneous transmission-line protection, J. R. Lima, F. B. Costa, and F. V. Lopes

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Special Section Guest Editorial: Autonomous Vehicles, Paul Mcmanamon, Umar Piracha, Steve Jameson, Jeremy Bos, and Robert Stead

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Discretized wavevectors in bulk magneto-optics, Seth Nelson, Durdo O. Guney, James Davis, and Miguel Levy

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HIL Demonstration of Energy Management Strategy for Real World Extreme Fast Charging Stations with Local Battery Energy Storage Systems, Yugandhara Yuvraj Patil, Daniel Dobrzynski, Bryan Nystrom, Zhouquan Wu, and Bo Chen

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HIL Demonstration of Energy Management Strategy for Real World Extreme Fast Charging Stations with Local Battery Energy Storage Systems, Yugandhara Yuvraj Patil, Daniel Dobrzynski, Bryan Nystrom, Zhouquan Wu, and Bo Chen

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A Novel Comb-line Leaky-wave Antenna for 77 GHz FMCW Automotive Radar System and Comparison with Buttler Beamformers, Masoud Sarabi and Warren F. Perger

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Optimal Configuration of Extreme Fast Charging Stations Integrated with Energy Storage System and Photovoltaic Panels in Distribution Networks, Zhouquan Wu, Pradeep Bhat, and Bo Chen

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Cascade Vertical Federated Learning Towards Straggler Mitigation and Label Privacy over Distributed Labels, Wensheng Xia, Ying Li, Lan Zhang, Zhonghai Wu, and Xiaoyong Yuan

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Implementation of Risk-Aggregated Substation Testbed Using Generative Adversarial Networks, Zhiyuan Yang, Shipeng Zhang, Chee Wooi Ten, Ting Liu, Xueyue Pang, and Hao Sun

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Noise2Clean: Cross-Device Side-Channel Traces Denoising with Unsupervised Deep Learning, Honggang Yu, Mei Wang, Xiyu Song, Haoqi Shan, Hongbing Qiu, Junyi Wang, and Kaichen Yang

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Dual-Leak: Deep Unsupervised Active Learning for Cross-Device Profiled Side-Channel Leakage Analysis, Honggang Yu, Shuo Wang, Haoqi Shan, Maximillian Panoff, Michael Lee, Kaichen Yang, and Yier Jin

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Reproducing Fear Conditioning of Rats with Unmanned Ground Vehicles and Neuromorphic Systems, Noah Zins and Hongyu An

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Neuromorphic Computing: A Path to Artificial Intelligence Through Emulating Human Brains, Noah Zins, Yan Zhang, Chunxiu Yu, and Hongyu An

Works from 2022

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Incoherent Active Convolved Illumination Enhances the Signal-to-Noise Ratio for Shot Noise: Experimental Evidence, Wyatt Adams, Anindya Ghoshroy, and Durdu Ö. Güney

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Automotive Radar-Based Hitch Angle Tracking Technique for Trailer Backup Assistant Systems, Mojtaba Bahramgiri, Saeid Nooshabadi, Kunle Olutomilayo, and Daniel R. Fuhrmann

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Wave-optics investigation of branch-point density, Jeffrey R. Beck, Jeremy Bos, Terry J. Brennan, and Mark F. Spencer

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Efficiently Calculating Extended Isoplanatic Angles Over Horizontal Paths, Derek Burrell, Matthew Kemnetz, Jeffrey Beck, and Melissa Beason

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Pay "Attention" to Adverse Weather: Weather-aware Attention-based Object Detection, Saket S. Chaturvedi, Lan Zhang, and Xiaoyong Yuan

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End-to-End Service Auction: A General Double Auction Mechanism for Edge Computing Services, Xianhao Chen, Guangyu Zhu, Haichuan Ding, Lan Zhang, Haixia Zhang, and Yuguang Fang

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Leveraging existing relays to improve single phase auto-reclosing, Karcius Dantas, Felipe Lopes, Kleber Silva, Flavio Costa, Nilo Ribeiro, and Letícia Gama

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A Meshed MMC-Based MTDC System with Improved Voltage Margin Control for Robustness Towards Disturbances, Maxwel da Silva Santos, Luciano Sales Barros, Rafael Lucas da Silva França, Flavio Bezerra Costa, and Kai Strunz

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Frequency Droop-Based Synchronverter Without Battery for Primary Support of Microgrids, Maxwel da Silva Santos, Luciano Sales Barros, Flavio Bezerra Costa, Camila Mara Vital Barros, Guilherme Penha Silva Junior, and Kai Strunz

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Edge-based IIoT Malware Detection for Mobile Devices with Offloading, Xiaoheng Deng, Xinjun Pei, Shengwei Tian, and Lan Zhang

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Flow Topology-based Graph Convolutional Network for Intrusion Detection in Label-Limited IoT Networks, Xiaoheng Deng, Jincai Zhu, Xinjun Pei, Lan Zhang, Zhen Ling, and Kaiping Xue

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Doubly Fed Induction Generator Low Voltage Ride Through Improvement Through Modular Multilevel Converter, Victor Ramon F.B. De Souza, Luciano S. Barros, Flavio Bezerra Costa, and Guilherme P.Da Silva Junior

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Adaptive switching for multimodal underwater acoustic communications based on reinforcement learning, Cheng Fan and Zhaohui Wang

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Robust equalization for Single-Carrier Underwater Acoustic Communications Based on Parameterized Interference Model, Wei Ge, Zhaohui Wang, Jingwei Yin, and Xiao Han

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Experimental study on a novel simultaneous control and identification of a 3-DOF delta robot using model reference adaptive control, Mehran Ghafarian Tamizi, Ali Akbar Ahmadi Kashani, Faraz Abed Azad, Ahmad Kalhor, and Mehdi Tale Masouleh

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Testing and Development of the Tethered-Permanently Shadowed Region EXplorer: A Rover Designed to Lay Superconducting Tether into Lunar Permanently Shaded Regions, Marcello C. Guadagno, Travis Wavrunek, Paul van Susante, Austen Goddu, Elijah Cobb, Hunter McGillivray, Collin Miller, Erik Vanhorn, and Ted Gronda

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Mechatronics Bachelor Curriculum Development in Light of Industry 4.0 Technology Needs: Contrasting US and German University Curricula, Paniz Hazaveh, Aleksandr Sergeyev, and Nathir Rawashdeh

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Connected and Autonomous Vehicle Cohort Speed Control Optimization via Neuroevolution, Frederic Jacquelin, Jungyun Bae, Bo Chen, Darrell Robinette, Pruthwiraj Santhosh, Joshua Orlando, and Daniel Knopp

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Real Time Predictive and Adaptive Hybrid Powertrain Control Development via Neuroevolution, Frederic Jacquelin, Jungyun Bae, Bo Chen, Pruthwiraj Santhosh, Troy Kraemer, and Bonnie Henderson

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Mobile-PolypNet: Lightweight Colon Polyp Segmentation Network for Low-Resource Settings, Ranit Karmakar and Saeid Nooshabadi

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Beta Oscillation Detector Design for Closed-Loop Deep Brain Stimulation of Parkinson's Disease with Memristive Spiking Neural Networks, Zachary Kerman, Chunxiu Yu, and Hongyu An

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A Smart Parallel Gripper Industrial Automation System for Measurement of Gripped Work Piece Thickness, Erik Kocher, Chukwuemeka George Ochieze, Ahmat Oumar, Travis Winter, Aleksandr Sergeyev, Mark Gauthier, and Nathir Rawashdeh

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Winter Adverse Driving dataSet (WADS): Year Three, Akhil Kurup and Jeremy Bos

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Improving Simulation to Hardware Correlation of Autonomous Vehicles Operating on Low Friction Surfaces, Akhil Kurup, Derek Chopp, Jeremy Bos, Darrell Robinette, and Nathan Spike

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A Novel Mutual Insurance Model for Hedging Against Cyber Risks in Power Systems Deploying Smart Technologies, Pikkin Lau, Lingfeng Wang, Wei Wei, Zhaoxi Liu, and Chee Wooi Ten

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An Industrial Pneumatic and Servo Four-axis Robotic Gripper System: Description and Unitronics Ladder Logic Programming, Zongguang Liu, Chrispin Johnston, Aleksi Leino, Travis Winter, Aleksandr Sergeyev, Mark Gauthier, and Nathir Rawashdeh

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How much “villain” is the anti-aliasing filter for traveling wave-based fault location methods?, Felipe V. Lopes, Raphael Reis, David Facina, Kleber Melo, Karcius Dantas, and Flavio Costa

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Performance Prediction of Underwater Acoustic Communications Based on Channel Impulse Responses, Evan Lucas and Zhaohui Wang

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Reducing ego vehicle energy-use by LiDAR-based lane-level Positioning, Ian Q. Mattson, Dhruv Dahiya, Akhil Kurup, Aman Poovalappil, Shreyas S. Reddy, Jeremy Bos, and Darrell Robinette

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Nonreciprocal magneto-optic beam splitting, Seth Nelson, Durdo O. Guney, and Miguel Levy

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Overcoming supply disruptions during pandemics by utilizing found hardware for open source gentle ventilation, S. Oberloier, N. Gallup, and J. M. Pearce

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Environment Warped Gait Trajectory Optimization for Complex Terrains, Zherong Pan, Tan Chen, Xianzhong Fang, Timothy Bretl, Xifeng Gao, and Kui Wu

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A Knowledge Transfer-based Semi-Supervised Federated Learning for IoT Malware Detection, Xinjun Pei, Xiaoheng Deng, Shengwei Tian, Lan Zhang, and Kaiping Xue

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Operation of a Controllable Force-sensing Industrial Pneumatic Parallel Gripper System, Brian Piechocki, Chelsey Spitzner, Namratha Karanam, Travis Winter, Aleksandr Sergeyev, Mark Gauthier, and Nathir Rawashdeh

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Kernel Matrix-Based Heuristic Multiple Kernel Learning, Stanton R. Price, Derek T. Anderson, Timothy C. Havens, and Steven R. Price

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Gesture Controlled Collaborative Robot Arm and Lab Kit, Abel A. Reyes, Skylar Reinhardt, Tony Wise, Nathir Rawashdeh, and Sidike Paheding

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Off Road Autonomous Vehicle Modeling and Repeatability Using Real World Telemetry via Simulation, Matthew P. Spencer and Jeremy Bos

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Optimizing Maneuver Length for Autonomous Obstacle Avoidance Maneuver with Considerations for Controllability and Passenger Comfort on Low Friction Surfaces, Nate Spike, Derek Chopp, Akhil Kurup, Jeremy Bos, and Darrell Robinette

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Cyber-resilient Routing for Internet of Vehicles Networks During Black Hole Attack, Mehnaz Tabassum and Aurenice M. Oliveira

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Wave Energy Converter Optimization with Multi-Resonance Controller of the Electrical Power Take-off, Madelyn G. Veurink, Wayne Weaver, Rush D. Robinett III, David G. Wilson, and Ronald C. Matthews

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Snapshot ptychography on array cameras, Chengyu Wang, Minghao Hu, Yuzuru Takashima, Timothy J. Schulz, and David J. Brady

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Towards Scalable Spectral Clustering via Spectrum-Preserving Sparsification, Yongyu Wang and Zhuo Feng

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Scalable graph topology learning via spectral densification, Yongyu Wang, Zhiqiang Zhao, and Zhuo Feng

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Penalized least-squares for imaging with hypertelescopes, Adam Webb and Michael Roggemann

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Through-Ice Acoustic Source Tracking Using Vision Transformers with Ordinal Classification, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

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Ice anthropogenic classification with acoustic vector sensors using transformer neural networks, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

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Cascade Vertical Federated Learning, Wensheng Xia, Ying Li, Lan Zhang, Zhonghai Wu, and Xiaoyong Yuan

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Cascading verification initiated by switching attacks through compromised digital relays, Koji Yamashita, Zhiyuan Yang, Chee Wooi Ten, Soummya Kar, and Andrew Ginter

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ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles, Xiaoyong Yuan, Leah Ding, Lan Zhang, Xiaolin Li, and Dapeng Oliver Wu

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Membership Inference Attacks and Defenses in Neural Network Pruning, Xiaoyong Yuan and Lan Zhang

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FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device Models, Lan Zhang, Dapeng Wu, and Xiaoyong Yuan

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The missing link between standing-and traveling-wave resonators, Qi Zhong, Haoqi Zhao, Liang Feng, Kurt Busch, Sahin K. Özdemir, and Ramy El-Ganainy

Works from 2021

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Three-dimensional Neuromorphic Computing System with Two-layer and Low-variation Memristive Synapses, Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Lingjia Liu, and Yang Yi

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A three-dimensional (3d) memristive spiking neural network (m-snn) system, Hongyu An, Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, and Yang Yi

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Three-dimensional memristive deep neural network with programmable attention mechanism, Hongyu An, Kangjun Bai, and Yang Yi

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Comparison between Two-Level and Modular Multilevel Converters in High Voltage Direct Current Systems under Fault Conditions, Mikaela T.M. Barra, Maxwel S. Santos, Victor R.F.B. De Souza, Flavio B. Costa, Luciano S. Barros, and Yunting Liu

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3-D printed soft magnetic helical coil actuators of iron oxide embedded polydimethylsiloxane, Rasoul Bayaniahangar, Shahab Bayani Ahangar, Zhongtian Zhang, Bruce P. Lee, and Joshua M. Pearce

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The Michigan Tech autonomous winter driving data set: Year two, Jeremy Bos, Akhil Kurup, Derek Chopp, and Zach Jeffries

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Estimating volume turbulence from light-fields, Jeremy Bos and Ashfiqur Rahman

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Image Analysis Method for Quantifying Snow Losses on PV Systems, Jennifer L. Braid, Daniel Riley, Joshua M. Pearce, and Laurie Burnham

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Systems Analysis Approach to Polyethylene Terephthalate and Olefin Plastics Supply Chains in the Circular Economy: A Review of Data Sets and Models, Utkarsh S. Chaudhari, Yingqian Lin, Vicki S. Thompson, Robert Handler, Joshua M. Pearce, Gerard T. Caneba, Prapti Muhuri, David Watkins, and David Shonnard

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Timeliness-Aware Incentive Mechanism for Vehicular Crowdsourcing in Smart Cities, Xianhao Chen, Lan Zhang, Yawei Pang, Bin Lin, and Yuguang Fang

Age-Stratified COVID-19 Spread Analysis and Vaccination: A Multitype Random Network Approach, Xianhao Chen, Guangyu Zhu, Lan Zhang, Yuguang Fang, Linke Guo, and Xinguang Chen

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Age-Stratified COVID-19 Spread Analysis and Vaccination: A Multitype Random Network Approach, Xianhao Chen, Guangyu Zhu, Lan Zhang, Yuguang Fang, Linke Guo, and Xinguang Chen

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Effect of loss on linear optical quantum logic gates, James E. Davis and Durdo O. Guney

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Sliding mode control of a nonlinear wave energy converter model, Tania Demonte Gonzalez, Gordon Parker, Enrico Anderlini, and Wayne Weaver

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Energy-Efficient UAV-Aided Target Tracking Systems Based on Edge Computing, Xiaoheng Deng, Jun Li, Peiyuan Guan, and Lan Zhang

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Electric vehicle charging potential from retail parking lot solar photovoltaic awnings, Swaraj Sanjay Deshmukh and Joshua M. Pearce

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Potential of microbial protein from hydrogen for preventing mass starvation in catastrophic scenarios, Juan B. García Martínez, Joseph Egbejimba, James Throup, Silvio Matassa, Joshua M. Pearce, and David C. Denkenberger

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Parameterized Interference Cancellation for Single-Carrier Underwater Acoustic Communications, Wei Ge, Zhaohui Wang, Jingwei Yin, and Xiao Han

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Open Source 3D-Printable Planetary Roller Screw for Food Processing Applications, Marcello C. Guadagno, Jacob M. Loss, and Joshua M. Pearce

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A review of the value of solar methodology with a case study of the U.S. VOS, Kaomi Soulemane Hayibo and Joshua M. Pearce

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Impact of Online Worksheets Versus In-class Printed Worksheets on Students’ Learning Outcomes and Content Mastery, Paniz Khanmohammadi Hazaveh and Linda Wanless

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Light Field Compression by Residual CNN-Assisted JPEG, Eisa Hedayati, Timothy C. Havens, and Jeremy Bos

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The Impact of ABET Accreditation on Power Engineering Educational Programs, G. Thomas Heydt and Leonard J. Bohmann