Digital Commons Network^™

Foot Pedal Assistive Device, Julian Rubinstein, Connor Jessen, Isabelle Utsler, Sydney Alexander

Mechanical Engineering

Individuals with lower-limb mobility problems may have trouble accurately locating the pedals of a three-pedal manual transmission car, and some medical conditions cause individuals to fatigue more quickly when driving. This project aimed to create a device that assists in locating the user’s feet, indicates to the user which pedals are currently in use, and provides a visual and physical warning if they are not in the correct place. The project sponsor, Alan Keizer, is the primary stakeholder in this project. This device will be designed specifically for Alan’s Subaru BRZ and will address Alan’s specific lower-limb mobility issues that …

Van Accessibility, Ann Larson, Camelia Anne Noureddine, Stephanie Rose Ruzicka, Kayla Joanne Gowey

Mechanical Engineering

The SLO Achievement House provides resources and activities for their clients, including daily trips to different parts of the community, to keep their clients connected to society. These trips require the clients, many of whom struggle with general mobility and strength, to step up to the high entrance of a van or company car. This daily activity poses a challenge both physically and emotionally for the clients. The current solution utilizes commercially available step stools, which lack handrails, overall stability, and adequate step depth. The Achievement House needs a stool or ramp tailored to their client’s needs and their specific …

Llnl Raft Flash Pole Redesign, Jack Stangel, Evan Wolfson, Jake Borden, Alexander Meeter

Mechanical Engineering

During research exercises in the ocean, Lawrence Livermore deploys a fleet of rafts outfitted with flash modules affixed to tall poles (in tandem called flash poles) that flash while a photo is taken to act as datums for data collection. The current flash pole design that the LIDSS (Lawrence Livermore Independent Diagnostic Scoring System) team uses is too short to be visible in high seas, not mechanically suited to be made taller, too susceptible to the elements and blunt impact and too difficult to service. We aim to solve these issues.

Brush Seal Cycling Test Rig, Angelo J. Reis, Neil M. Bedagkar, Max A. Soury, Eoin K. Lenham

Mechanical Engineering

To prevent backflow from the high pressure compressor stages of their gas turbines to lower pressure regions, Solar Turbines utilizes brush seals along their driveshafts. Due to manufacturing limitations, no shaft is perfectly symmetric about its rotating axis, leading to orbiting that creates asymmetric friction on the shaft through rubbing. With this biased application of friction comes a hotspot on one side of the shaft, causing bowing of the shaft and cascading into an amplified vibrational response. Our goal is to gather data on this phenomenon and offer a potential solution.

Poly Mars Mini-Rover, Dane Carroll, Aaron Lubinsky, Henry Bouma, Gerardo Tapia-Onate, Scott Frizzel

Mechanical Engineering

The Cal Poly Mars Rover project is creating a fleet of near-identical rovers operating collaboratively to research the surface of Mars. Over the last six years, teams at Cal Poly have been developing vehicles to be launched upon the commercialization of interplanetary travel. Two of these vehicles are to take the roles of ‘Scout’ and ‘Relay’ with the most significant difference being their respective ‘arms.’ The ‘Scout’ will have a robotic arm that interacts with objects on the surface while the ‘Relay’ will have a fixed arm, equipped with a StarLink antenna to communicate with orbiting satellites as seen in …

Air To Water Capture In Support Of Un Sustainable Development Goals, Jordan Macconnell, Michael Tiscareño, Ari Dennis, Baxter Mercy

Mechanical Engineering

This senior project explored the use of thermoelectric cooling for atmospheric water capture. The system was designed to cool aluminum condensing surfaces below the dew point using Peltier modules, with forced convection heat sinks on the hot side. The purpose of this system was to gather reliable amounts of water for various water-scarce areas around the world to help meet the UN's sixth Sustainable Development Goal.

The final design of this project consisted of a 1.5 x 1.5 x 2 foot frame made of acrylic panels and insulation. Within the frame, the thermoelectric system was constructed using Peltier modules with …

Large Backflow Check Valve Life Cycle Test Stand, Colin Bentley, Christopher Carloni, Ethan Gray, Luke Romanini

Mechanical Engineering

Backflow preventers are plumbing devices containing internal check valves used to prevent cross-contamination between downstream contaminants and potable water supply. Zurn Wilkins needs a life cycle test stand to mechanically force open check valves submerged in contaminated water and verify check performance. The stand needs to be modular to work with a range of check types and sizes.

Zurn Wilkins is the primary stakeholder for this project. Secondary stakeholders include commercial and residential building owners, contractors, and water utility companies, who rely on their products for safe and efficient water management. The team for this project consists of four Cal …

Topodino: Self-Supervised Topological Representation Learning For Neuronal Morphologies, Yasser Binbisher

Master's Theses

Neuronal cell types are categorized by transcriptomic identity, yet their morphological heterogeneity defies this classification. In response, researchers have adopted unsupervised graph representation learning as a tool to reveal morphological variation within single-class transcriptomic types. However, the complex geometry of neuronal morphology—especially long axons and dense dendrites—challenges graph neural networks, which struggle with message propagation across extended structures. To mitigate this, current approaches enforce sub-sampling on neuronal graphs and omit axons entirely, sacrificing critical biological features for computational efficiency. To overcome this trade-off, this thesis introduces TopoDINO, a self-supervised, topology-aware representation learning model designed to preserve the full hierarchical organization …

Characterization Of Indoor Air Quality And Thermal Comfort Of University Classrooms, Andrew Sugamele

Master's Theses

Indoor air quality (IAQ) significantly affects cognitive performance, yet many older buildings at Cal Poly, such as Building 20, struggle to maintain healthy indoor environments due to outdated ventilation systems. This thesis aims to identify issues and provide suggestions on how we can improve the learning environment to improve student success within Building 20. Temperature, relative humidity, and carbon dioxide (CO₂) concentration inside Building 20 were measured from January to April 2025. To determine the effects of different ventilation strategies, a model of Building 20, room 128, was developed and validated using DesignBuilder. Additionally, ventilation rates were measured …

From Tree To Shrub? The Fate Of Tanoak Through Fire And Nonnative Disease, Jacqueline Rose

Master's Theses

Invasive plant pathogens have killed an uncountable number of trees and disrupted ecosystem processes throughout the world. Newly introduced pathogens may interact with historically occurring disturbances in unexpected ways to cause amplified mortality and change to ecosystem processes. Here, I examine the a natural experiment created by three wildfires in Big Sur, a portion of the central coast of California impacted by the nonnative pathogen Phytophthora ramorum, to forecast the future of a species susceptible to the pathogen. Using a plot network which spans the length of Big Sur, I track the survival of individual tanoak (Notholithocarpus densiflorus) stems and …

Srh Lab Case Study: Ia, Mental Models, And Website Labels, Trista Wang

Graphic Communication

This paper discusses the results of a research study investigating Cal Poly students’ mental models regarding the Sexual and Reproductive Health Lab’s (SRH Lab) website. Mental models are beliefs that the user has about a website and how it functions, which affects how users interact with the website (Chan 2024). By tailoring its website to students’ mental models through appropriate nomenclature, the SRH Lab will be able to better engage and disseminate information to students.

52 students participated in a card sorting study, in which they were asked to intuitively sort cards labeled with SRH Lab website labels into different …

Hydropower Collegiate Competition, Aiden D. Foster, Devon Bountry, Joanna Vo, Timothy Rinker, Amanda Rodriguez, Minh Nguyen, Eli Haushalter, Sophie Watkinson, Maiya Holton, Breanne Evans

Mechanical Engineering

The Cal Poly SLO HCC team presents a feasibility study and engineering design review package for retrofitting the non-powered Ritschard Dam in Colorado into a hydroelectric facility as part of the 2025 Hydropower Collegiate Competition. Through a rigorous and multi-staged assessment of plausible dam sites in the western US, the team has chosen the Ritschard Dam in Colorado to implement an electromechanical component designed to accommodate a large range of flowrates stemming from a large variance in upper reservoir capacity due to geographical and climate effects. The team evaluated non-powered dams based on technical feasibility, electric grid proximity, power generation …

Outdoor Exercise Area Renovation, Hagan T. Jackson, Chet S. Crummett, Jesse E. Muth

Architectural Engineering

The Outdoor Exercise Area Renovation project revitalizes a well-used outdoor exercise area located near the baseball fields at Cal Poly. The existing exercise equipment, originally donated by Maino Construction, was weathered, but the area remained well-utilized and presented potential for revitalization. This project transforms the site into a functional and resilient space by replacing the pull-up and dip bar equipment, constructing a 300 square foot pavilion, and adding a concrete slab and integrated concrete benches. The new design enhances usability, providing a multifunctional area for the Cal Poly community to exercise, socialize, relax, and enjoy scenic views.

The renovated area …

Physical Construction Of 1/2 Scale Concrete Wall, Alicia Danielle Lee, Cali Jeanne Carson

Architectural Engineering

This senior project was the physical construction and material testing of the half-scale reinforced concrete wall specimens. This included all stages of the building process, from formwork and reinforcement to concrete placement and laboratory testing.

Practical Integration Of Reality Capture In Architecture, Engineering, Construction, And Operations (Aeco) Workflows: Cost And Application Considerations, Dylan T. Ramsey

Architectural Engineering

This paper explores the practical integration of Reality Capture (RC) technologies, specifically LiDAR and photogrammetry, within Architecture, Engineering, Construction, and Operations (AECO) workflows. As interest in RC grows, costs decrease, and industry applications expand, this paper aims to clarify the current landscape of research, industry practices, hardware, and software. It provides managers, RC technology enthusiasts, and AECO professionals considering its implementation with essential insights into cost considerations, expectations, and limitations. The paper details common research and industry applications, including as-built documentation, surface analysis, and deflection monitoring, and cross-references cost data and project requirements to provide informed recommendations and considerations for …

C.H.I.I.P., Continuous Health Information For Infrastructure Protection, Lariel Sasha Henley

Architectural Engineering

This paper presents the development and validation of CHIIP (Continuous Health Information for Infrastructure Protection), a wireless structural health monitoring (SHM) device designed to provide accessible, real-time data on structural performance of building structures following a seismic event. The system integrates inclinometers, accelerometers, linear potentiometers, and strain gauges with ESP32 microcontrollers to create a compact and robust data collection device that can transmit synchronized sensor data via Wi-Fi to a remote server. A web-based interface enables users to access and download live data for rapid structural evaluation. The device was tested in three phases: a small-scale wired baseline test, a …

Modal Analysis Of Cal Poly’S Kennedy Library Using Computational Modeling, Joseph Mangan

Architectural Engineering

This project determines the modal parameters of the Robert E. Kennedy Library at Cal Poly, San Luis Obispo using ETABS. Similar analyses on the building have been performed in the past by other Architectural Engineering students. The recent renovation of the library which included a seismic retrofit provides the opportunity to understand how the modal response of concrete structures can be influenced by retrofit practices. This project provides insight into how computational modeling can be used to accurately represent real conditions, and how isolated changes from the retrofit affect the structure’s modal response.

Analyzing Copyrightability Of Ai-Generated And Assisted Works Under A New Theory Of Authorship, Katherine Lu

Journalism

While pending cases like the New York Times’ case against OpenAI will be the first test for artificial intelligence (AI) in the copyright space, current copyright legislation inadequately answers questions regarding grey-area uses of generative AI in the creation of journalistic, creative, or academic works. The Copyright Office has established that copyright requires human authorship, but current legal definitions of authorship may include simple prompt writing as a form of authorship. This paper addresses the inadequacies of the current definitions of authorship, and proposes a new one that encompasses traditional definitions, the Copyright Office’s new motions addressing AI, and Christopher …

Keeping Coms Connected: Building A Foundation For Alumni Engagement, Ella Captain, Alec Tonas, Selina Bali

Communication Studies

This project addresses the lack of Alumni Engagement in the Communication Studies department at Cal Poly. It aims to cultivate a stronger department community by creating sustainable resources and events to deepen connections. We looked to answer how targeted alumni outreach could strengthen the department and what benefits this would bring to current students, faculty, and alumni. To do this, our group organized an Alumni Panel event, created a contact list, implemented student alumni liaison positions, solicited donations for the COMS spring social, and worked on the department website and social media. By applying research on communication theories, we were …

Degradation Characterization Of Nopal-Based Biopolymer Made From Opuntia Sp. Juice, Beeswax, Animal Protein, And Polyvinyl Alcohol, Logan Williams, Mary Elizabeth Holland, Spencer Williams

Materials Engineering

Since the introduction of polymers in the 1960s, there has been an exponential increase in use. Driven by rapidly growing demand, the volume of polymers in the production, application, and end-of-life stages has surged. The widespread use of these materials has led to escalating environmental pollution, which disrupts ecosystems, and contributes to global ecological degradation. While advancements in recycling technologies and infrastructure have shown promise, they have not maintained pace with polymer production and disposal. This imbalance warrants research into sustainable alternatives. Environmentally benign polymers derived from renewable sources and exhibiting minimal ecological impact at the end of their life …

Automation Of Post Fermentation Must Removal, Grace Hurley, Jakob Spink, Ariel Metscher

Industrial and Manufacturing Engineering

The Harvest Haulers project addresses a critical operational inefficiency at Saucelito Canyon Winery, where post-fermentation must removal from wine barrels was labor-intensive and potentially hazardous. This project aimed to develop a custom forklift attachment that could securely handle Bordeaux and Burgundy barrels, streamline the dumping process, and improve worker safety.

The resulting solution is a forklift-compatible fixture designed to lift, secure, and tilt barrels using a robust combination of a modified aluminum pallet, padded hoop, ratchet straps, and a custom hinge mechanism. The design meets all engineering requirements, including a 600 lb. load capacity, 135° tilt, and a single-operator setup …

Langlands Reciprocity And The Splitting Behavior Of Primes In Number Fields, Skip E. Moses

Master's Theses

This thesis explores the evolution of reciprocity laws in number theory in order to provide a conceptual bridge between the classical ideas of quadratic reciprocity and the modern framework of the Langlands program. We develop the necessary algebraic background to understand how the splitting behavior of primes in number fields reflects deep arithmetic structure in ℚ. Starting with quadratic fields and cyclotomic extensions, we motivate the development of the Kronecker–Weber theorem and the characterization of abelian extensions of ℚ. We then introduce Artin reciprocity and show how it generalizes quadratic reciprocity through the formalism of Frobenius elements and Artin L-functions. …

A Case Study Of Leveraging Auxiliary Data To Improve Treatment Effect Estimation Precision In An Hiv Clinical Trial, Lana Mai Huynh

Master's Theses

Randomized controlled trials (RCTs) are typically the gold standard for evaluating treatment efficacy in the medical field, yet they can have small sample sizes due to logistical, ethical, and financial constraints. This limitation can result in imprecise treatment effect estimates. Recent methods have sought to enhance the precision of RCT estimates by incorporating information from large, observational, “auxiliary” datasets. An auxiliary dataset includes units that were not randomized in the trial itself, but may be similar to the RCT sample. By leveraging predictive models trained on these auxiliary data, researchers can adjust for potentially more powerful covariates, thereby reducing variance …

Building Confidence, Building Careers: An Industry-Informed Evaluation Of A High School Aec Camp, Madisen Berube

Construction Management

This study assesses the effectiveness of the Girls Build Summer Academy, an architecture, engineering, and construction (AEC) summer camp for high school girls, and similar programs by gathering and analyzing feedback from industry professionals. The research aims to identify which program elements most successfully inspire interest and build foundational skills for young women considering careers in architecture, engineering, and construction. An anonymous survey was distributed to AEC professionals, some who were familiar with the program. The survey included multiple choice, rankings, and open-ended questions to evaluate areas for improvement and future curriculum development. Findings revealed strong support for interactive learning …

Son Care Foundation – Pergola Structure Construction, Jackson Landless

Construction Management

This paper covers the construction process of a pergola structure for the Son Care Foundation in San Luis Obispo, California. The project’s goal in this study is to create a welcoming outdoor space for clients their dogs. Excavating four footings, fabricating custom rebar cages, and pouring concrete using fast-setting mix were all part of the construction efforts. Framing the structure required precise calculations to accommodate for the slope and corner braces. The matching white paint and corrugated PVC roof further achieved the desired aesthetic the client requested. Trial and error, practical experience, and cooperation with local material suppliers and maintenance …

Case Study On Using Soil Nails In Unstable Substrates, Joseph Hass

Construction Management

Soil nailing is becoming a popular method in construction projects to anchor retaining walls into soil. To maximize installation success rates and minimize pullout failure during testing, this case study examines efficient techniques and installation protocols for soil nails in unstable substrates through research and studying an active construction site utilizing soil nails. In geotechnical engineering, unstable soil conditions present serious difficulties that frequently result in delays, cost overruns, and compromised structural integrity. This study determines the main elements affecting nail performance by carefully examining field data, installation trials, and performance testing. Using real life experience and in-depth research of …

R.A.C.E. Matters Precast Concrete Bench Construction, Jack Alexander Ritchie

Construction Management

This senior project details the collaborative design, fabrication, and installation of three precast concrete benches for the nonprofit organization R.A.C.E. Matters in partnership with the San Luis Obispo Conservancy. The benches were designed to act as platforms for public art, amplifying diverse racial narratives through murals. A multidisciplinary team of students from Construction Management, Architecture, and Architectural Engineering worked together, with each discipline contributing to distinct phases of the project. Bench installations took place at the Pismo Preserve, the Octagon Barn, and Kathleen’s Overlook. This paper reflects on the hands-on construction process, the challenges of interdisciplinary coordination, and the real-world …

Untold Stories – Precast Concrete Bench Construction And Installation, Lucas Llodra

Construction Management

This paper outlines the design-build process led by an interdisciplinary team of Construction Management students from California Polytechnic State University, San Luis Obispo, to construct four concrete benches. In collaboration with faculty, concrete specialists, and the non-profit organization R.A.C.E. Matters, the project launched in Winter 2025. R.A.C.E. Matters initiated the effort by requesting the design and installation of benches at scenic, high-visibility locations managed by the San Luis Obispo Land Conservancy: Pismo Preserve, the Octagon Barn, and Kathleen’s Overlook. The full project scope included design development, structural calculations, prefabrication, on-site construction, and final installation. Each bench will serve as a …

Skip The Grid 2025: Providing Power In The Navajo Nation, Daniel R. Lombardi

Construction Management

Skip the Grid is an interdisciplinary initiative aimed at supporting the Navajo Nation by providing access to off-grid power to improve quality of life. This year, the Skip the Grid team centered its efforts around the Chinle Unified School District in Chinle, Arizona. This collaborative effort was composed of an interdisciplinary team of California Polytechnic State University (Cal Poly) students, along with industry partners including SOLV Energy, Heart of America, Goal Zero, and Nextracker. Many families in the Navajo Nation still live without access to reliable electricity. Between March 23rd and March 27th, 2025, the Skip the Grid team successfully …

California Polytechnic Design-Build Lab Course, Nicho Domine

Construction Management

This paper explores the development and execution of a project-based Design-Build (DB) course implemented at California Polytechnic State University, San Luis Obispo. The course aimed to replicate real-world DB processes in a controlled academic setting, engaging Construction Management and Architecture students in simulated but immersive industry experience. From Request for Qualifications (RFQ) to Final Presentation and Closeout, the course mirrors a typical DB project lifecycle. Through collaborative exercises, students gained exposure to roles and responsibilities, submittals, cost estimating, procurement strategies, risk analysis, virtual coordination, stakeholder communication, and more. This paper describes how a sequence of weekly assignments was structured to …