Engineering Commons^™

Enhancing Scanning Tunneling Microscopy With Automation And Machine Learning, Darian Smalley

Graduate Thesis and Dissertation 2023-2024

The scanning tunneling microscope (STM) is one of the most advanced surface science tools capable of atomic resolution imaging and atomic manipulation. Unfortunately, STM has many time-consuming bottlenecks, like probe conditioning, tip instability, and noise artificing, which causes the technique to have low experimental throughput. This dissertation describes my efforts to address these challenges through automation and machine learning. It consists of two main sections each describing four projects for a total of eight studies.

The first section details two studies on nanoscale sample fabrication and two studies on STM tip preparation. The first two studies describe the fabrication of …

Response Characterization And Prediction Of Uhpc Flat Plates Subjected To Perpendicular Axisymmetric Concentrated Loads, Furkan Cakmak

Wayne State University Dissertations

A methodology is presented that accurately and consistently predicts the complete moment-curvature (M-χ) response of UHPC cross-sections. Furthermore, a computational framework is presented to characterize the response of UHPC flat plates subjected to perpendicular axisymmetric concentrated loads. The presented framework is concerned with the prediction of the complete flexural response and punching shear capacity of UHPC flat plates thus addressing two fundamental limit states related to the design of UHPC flat plates. Guidance is provided for how to convert continuous flat plates supported by discrete columns into isolated plates supported by a single column in terms of plate dimensions and …

Towards Performance Guarantee For Federated Computing, Stoddard A. Rosenkrantz

Computer Science and Engineering Dissertations - Archive

In federated computing environments, where multiple independent devices collaborate without centralized resource control, ensuring reliable and predictable performance is crucial for meeting Service Level Objectives (SLOs). This dissertation presents a novel framework for achieving SLOs by utilizing measured subtask response times, which are obtained and processed locally on the client devices. Each device generates a performance curve based on its subtask response times, and only the essential parameters of this curve are transmitted to a centralized client selector. The client selector then uses these parameters to determine which devices are best suited to meet predefined SLOs for specific tasks, ensuring …

Sustainable Additive Manufacturing Of Polysulfone Membranes For Liquid Separations, Brian Leonard, Harrison Loh, David Lu, Ebuka A. Ogbuoji, Isabel Escobar, Konstantinos Sierros, Oishi Sanyal

UK CARES Faculty Publications

Membranes serve as important components for modern manufacturing and purification processes but are conventionally associated with excessive solvent usage. Here, for the first time, a procedure for fabricating large area polysulfone membranes is demonstrated via the combination of direct ink writing (DIW) with non-solvent induced phase inversion (NIPS). The superior control and precision of this process allows for complete utilization of the polymer dope solution during membrane fabrication, thus enabling a significant reduction in material usage. Compared to doctor blade fabrication, a 63% reduction in dope solution volume was achieved using the DIW technique for fabricating similarly sized membranes. Cross …

Probable Extirpation Of The Jackrabbit (Lepus Californicus) From Arkansas, D.B. Sasse

Journal of the Arkansas Academy of Science

The black-tailed jackrabbit (Lepus californicus) was first documented in Arkansas during the modern era in Franklin County in 1927. Over the next few decades records were reported from multiple counties in northwest Arkansas and the species was locally common in Benton, Crawford, and Washington counties in the 1950s. The last Arkansas record documented in the scientific literature was from 1968 and since then there have only been three credible reports, with the last being from the late 1980s. The Arkansas Game and Fish Commission solicited reports of jackrabbits from the public and failed to find evidence of them from a …

Ultrastructure Of The Biflagellated Spermatozoon In The Western Siren, Siren Nettingi (Caudata: Sirenidae), Using Scanning Electron Microscopy, S.E. Trauth

Journal of the Arkansas Academy of Science

I investigated the ultrastructure of the biflagellated spermatozoon of the Western Siren, Siren nettingi, using scanning electron microscopy from salamanders collected in northeastern Arkansas. My primary goal in this study was to reveal the general morphology of the distinctive sperm cell components (two axonemes, two undulating membranes, and two axial fibers), which run nearly the entire length of the spermatozoon. These remarkable gamete structures are found in members of the salamander family Sirenidae and do not conform to spermatozoal ultrastructure of any other salamander species. Moreover, the biflagellated sperm are the end product of an extraordinary assemblage of complex maturation …

History And Distribution Of The Wood Stork (Mycteria Americana) In Arkansas, R. Tumlison, L. Serviss

Journal of the Arkansas Academy of Science

Wood Storks (Mycteria americana) were thought to be common visitors to Arkansas in the early 1900s, but observations declined mid-century. Surveys of citizen science data and other online sources indicate that numbers of unique observations and total counts of birds have increased since 2000. Storks do not breed here, but have been reported in 34 of 75 counties, and appear mostly in August and September. Birds apparently originate from Mexico. Number of observations have increased since 2016, but many of those observations include only a few birds rather than larger flocks.

An Annotated Checklist Of The Camel Crickets (Insecta: Orthoptera: Rhaphidophoridae) Of Arkansas, H.W. Robison, C.T. Mcallister

Journal of the Arkansas Academy of Science

A total of 14 native species of camel crickets and one introduced taxon representing three genera (Ceuthophilus, Phrixocnemis, and Diestrammena) of the orthopteran family Rhaphidophoridae, are herein reported from Arkansas. The most diverse genus was Ceuthophilus, with 13 native species, while Phrixocnemis had one native species, and Diestrammena, formerly Tachycines, was represented by one introduced species. This updated checklist is intended to be of use to entomologists, naturalists, professional biologists, and resource managers in evaluating the biodiversity of Arkansas. State distributional maps are provided for each species listed by county, and habitats are discussed in which each species was taken …

Fish Leeches Of Arkansas, D.J. Richardson, W.E. Moser, C.T. Mcallister, S.P. Lawson, H.W. Robison

Journal of the Arkansas Academy of Science

Recent collection within Arkansas greatly enlarges the knowledge concerning hosts and distributions of fish leeches within the state. The natural history of the 6 species of fish leeches known from Arkansas (Placobdella montifera, Placobdella pediculata, Cystobranchus klemmi, Cystobranchus verrilli, Myzobdella lugubris, and Myzobdella reducta) is reviewed and updated and molecular data are provided.

Design And Analysis Of Electrochemical Additive Manufacturing Based Cold Plates And Heat Sinks For Enhanced Electronics Cooling And Temperature-Dependent Density Characterization Of Phase Change Materials, Jacob Lamotte-Dawaghreh

Mechanical and Aerospace Engineering Dissertations - Archive

The body of work that comprises this dissertation is divided into two main sections. The first section is regarding novel heat sink and cold plate designs that leverage a metal additive manufacturing process called electrochemical additive manufacturing (ECAM) to drive increased thermal performance. The continuous advancements in electronics computational capabilities have resulted in ever-increasing thermal loads at the component and data center server level. These strides within the field are soon to be compounded by the rise of artificial intelligence and machine learning technologies. Traditionally, high performance electronics components have been able to be cooled by forced-air cooling; however, the …

Graphene Reinforced Polymer Composite For Small-Scale Vertical Axis Wind Turbine Rotors, Kunal A. Bachim

Mechanical and Aerospace Engineering Theses - Archive

Polymers have evolved as an indispensable asset in various sectors ranging from packaging and construction to energy and aerospace. However, the accumulation of polymer waste poses a necessity to shift toward sustainable waste management processes. Mechanical recycling is a primary method in establishing a circular economy approach for polymers. However, a fundamental challenge arises in this process: a decrease in the mechanical performance of the recycled product compared to that of its pristine counterpart.

This project addresses the challenge of enhancing the recyclability of polyethylene terephthalate (PET) from discarded polymer material by incorporating graphene nanoparticles into the polymer matrix during …

A Study Of Multimodal Accessibility Equity And Spatio-Temporal Relationships Between Transit, Job Density And Modal Split, Seyedsoheil Sharifiasl

Planning Dissertations - Archive

In North American cities, the land use and transportation systems are associated with low-density, suburban-type urban development, where the built environment contributes to a mobility pattern that is extremely reliant on automobiles. Several studies in the past decades have documented noticeable and concerning patterns of unjust and unsustainable transportation in this context. As a result, for those population groups with limited access to private transportation, this form of urban structure is equivalent to limited access to opportunities, leading to various environmental and social problems. These problems exacerbate inequities in access to transportation, disproportionately affecting marginalized communities. From a sustainable development …

A Few-Shot Multi-Modality Traversability Segmentation Framework For Indoor Robotic Navigation, Qiyuan An

Computer Science and Engineering Dissertations - Archive

Traversability in autonomous robotic navigation refers to the ability of an autonomous agent to safely navigate over a given terrain. It plays a critical role in enabling robots to navigate over unseen or unknown terrains. Traversability segmentation aims to find an arbitrary-shaped mask covering the traversable regions (termed free-space). Current research for traversability segmentation can be divided into two scenarios: outdoor and indoor environments. Compared to the outdoor environments mainly consists of paved roads, indoor environments present unique challenges for traversability segmentation, because of diverse lighting conditions, glass doors, various floor colors and textures, arbitrary shaped appliances and furniture, presence …

Enhancing Electromigration Reliability In Solder Interconnects Through Microstructure Control And Thermomechanical Failure Mechanisms In Thin Metal Lines Under Surge Current Conditions, Hariram Mohanram

Material Science and Engineering Dissertations - Archive

The relentless miniaturization of semiconductor devices has intensified reliability challenges in electronic packaging, particularly for solder interconnects and thin metal lines. This dissertation investigates two critical failure mechanisms—electromigration (EM) and thermomechanical fatigue (TMF)—and explores strategies to mitigate these effects. Electromigration, driven by high-density current-induced atomic migration, significantly impacts solder interconnects. This study examines the role of Under-Bump Metallization (UBM) and solder microstructure in improving EM reliability. Findings reveal that thicker UBMs delay void nucleation and enhance EM resistance, while the absence of UBM leads to failure through vertical void propagation. Additionally, grain orientation, particularly the c-axis alignment in Sn grains, …

Evaluation Of Hydrophobic Materials For Stabilizing Expansive Soils, Suman Shrestha

Civil Engineering Theses - Archive

The swelling and shrinkage of the expansive soil as a response to moisture change is one of the significant challenges posed to infrastructure projects. The significant economic damage that is caused by the expansive soil, as well as its abundance in nature, has prompted various scientists and engineers all around the world to actively search for new and improved methods for stabilizing it. Various traditional methods, such as lime and cement treatment, have been used extensively to stabilize expansive soils and mitigate their harmful effects on the infrastructure. Although these methods are quite often effective and various studies have been …

Use Of Recycled Plastics To Improve Strength And Reduce Swelling Of Expansive Subgrade, Merina Thapa

Civil Engineering Theses - Archive

Managing solid waste, particularly non-degradable plastics, is a growing environmental concern due to its persistence and limited disposal options. With landfill space dwindling and costs increasing, innovative and sustainable solutions are critical. One promising approach is incorporating plastic waste into construction materials, specifically for subgrade soil stabilization in pavements. This study suggests a method that involves mixing recycled plastic with soil to enhance its properties.

To find out how useful this method is, LDPE, HDPE, PET, and PP plastics were shredded and mixed with soil in different amounts (2%, 3%, 4%, and 5% by weight). Laboratory tests, including compaction, unconfined …

Improvement In Benefit-Cost Analysis Of Bridges Through Assessment Of Secondary Benefits And Defect Based Maintenance Cost, Shadman Sakib

Civil Engineering Theses - Archive

Benefit-cost Analysis (BCA) is conducted prior to federal grant allocation for bridge replacement and enhancement projects to prioritize decision-making. Benefits are measured based on total bridge closures, requiring vehicles to take alternate detour paths. Primary benefits are the direct user costs such as travel time saving or emission costs. However, there are more secondary benefits that are intangible and hard to monetize, but United States Department of Transportation (USDOT) guidelines suggest considering them wherever possible. There are lack of US based data and research also no set guideline by authority.

Apart from calculating primary benefits for a 95 sample of …

Statistical Analysis On The Effects Of Environmental Factors On Bridge Condition Rating In Texas, Mohammad Wasif Quadri

Civil Engineering Theses - Archive

The development of predictive models for bridge deterioration is crucial for ensuring the longevity and safety of transportation infrastructure. Bridge condition degradation is heavily influenced by environmental conditions. This research integrates various environmental variables such as rainfall, humidity, air temperature, coastal influence, and freezing effects to generate environmental risk scores. These scores help in developing environmental risk zones within the Texas region. Deck condition ratings from the National Bridge Inventory (NBI) database are used to develop deterioration models using linear regression and the Markov method. The results highlight the impact of different environmental risk zones on bridge degradation patterns and …

Drivers’ Education Through Elearning And Exposure: An Opportunity To Increase Acceptance Of Connected And Automated Vehicles, Sarah El-Dabaja, Bhaven Naik, Bernard Ndeogo Issifu, Deborah S. Mcavoy, Deogratias Eustace

Kentucky Transportation Center Presentations

No abstract provided.

Analysis Of Potential Safety Benefits Resulting From Different Automation Levels And Penetration Rates Of Automated Vehicles: A Case Study In The Netherlands, Dimitra Michalaka, Amna Chaudhry, Eleonora Papadimitriou, Joshua Wetmore

Kentucky Transportation Center Presentations

No abstract provided.

Discrepancies In Av Work Zone Mapping: Analyzing Design Vs. As-Built Coordinates And Their Impact On Safety, Vaishnavi Wagh, Sean Brennan

Kentucky Transportation Center Presentations

No abstract provided.

Virtual Reality Simulation Of Pedestrian Crossings At Channelized Right-Turn Lanes In Urban Unsignalized Intersections, Alberto Figueroa-Medina, Didier Valdés-Díaz, Andrés Chamorro-Parejo, Natacha Cardona-Rodríguez

Kentucky Transportation Center Presentations

No abstract provided.

Proactive Assessment Of The Crash Potential Of Signalized Intersection, Vedant Bhamare, Ishant Bonde, Suvin P. Venthuruthiyil

Kentucky Transportation Center Presentations

No abstract provided.

Unveiling Safety Inequity: A Location-Based Crash Prediction Approach, Olin Green, Davis Chacon-Hurtado, Alexandra Paxton, John N. Ivan, Kerry L. Marsh, P. Adrian Frazier

Kentucky Transportation Center Presentations

No abstract provided.

Facilitating The Conversation: Fatigue Countermeasure Acceptance For Autonomous Shuttle Operations, Ashleigh Filtness, Rachel Talbot, Anna Sjörs Dahlman, Christer Ahlstrom, Anna Anund

Kentucky Transportation Center Presentations

No abstract provided.

An Integrated Field Testing And Numerical Modeling Of Sole Geothermal-Based Pavements: A Promising Sustainable Solution For Thermal Crack Mitigation And Deicing, Amin Mohammadzadeh, Omid Ghasemi-Fare, Zhihui Sun

Kentucky Transportation Center Presentations

No abstract provided.

Impact Of Retroreflective Backplates And Flashing Yellow Arrows On Distraction-Related Crashes In Kentucky, Arunabha Banerjee, Tyaha Woodard, Bharat Kumar Pathivada, Dylan Justice, Kirolos Haleem

Kentucky Transportation Center Presentations

No abstract provided.

Exploiting Explainable Machine Learning Models To Reveal Critical Factors In Fatal Crashes Across Pre-Covid, Covid, And Post-Covid Periods, Saumik Sakib Bin Masud, Seyedeh Mahgam Tabatabaei, Alexandra Kondyli

Kentucky Transportation Center Presentations

No abstract provided.

Driver Perception Of Fluorescent Yellow Green Signage, Busisiwe Marole, Keolebogile Bosilong, Tshegofatso Mongae, Namatirai Cheure, Karien Venter

Kentucky Transportation Center Presentations

No abstract provided.

Driving Simulation For Driving Education: Can Mixed Reality Do It?, Helen Loeb, Chase Leibowitz, Ronit Tehrani, Jaime Hernandez

Kentucky Transportation Center Presentations

No abstract provided.