Digital Commons Network^™

Piston Crown Design, Kurt L. Lippmann, Liam T. Janssen, Alex Rangel, Larry J. Davis

Mechanical Engineering

This project investigates the effects of dimpling a piston crown, and its impact on engine combustion dynamics. Through computational methods, the effects of piston crown dimpling on flow characteristics were evaluated. Theoretical results were verified with experimental methods. Experimental methods included characterization of exhaust gas content, engine horsepower and torque, and exhaust opacity.

Investigation Of Social Networks Upon Academic Performance And Mental Health, Rachel Izenson

Master's Theses

It has been shown that computing students have a statistically significantly lower overall sense of belongingness compared to other science students. A sense of community is important for many reasons. For example, there are studies that show that a student's sense of belonging correlates with improved academic performance. Our research aims to analyze the sense of belonging among computing students at Cal Poly San Luis Obispo through a network science lens. We surveyed for their sense of belonging, as well as their social network, to understand how friendships impact one's sense of belonging. When student responses were split by gender, …

Cal Poly Gateway Decathlon Deliverable 3: Cost Estimate Development, Ruby Maria Sierra

Construction Management

The Gateway Decathlon is a global competition where university teams design, build, and operate sustainable, energy-efficient, and cost-effective homes using advanced technologies and materials. Teams create homes with renewable energy, energy-efficient systems, and sustainable materials. The competition evaluates design, energy efficiency, sustainability, and market viability. Currently, teams are working on Deliverable 3, which includes technical documentation, architectural plans, energy simulations, and cost analyses to ensure project feasibility. This deliverable bridges the design and construction phases and sets the foundation for building and operating the homes, helping to advance sustainable building practices and energy-efficient solutions.

A Comparison Of Mass Timber Perceptions Among Construction Professionals Over Time, Josh A. Higginson

Construction Management

Mass timber is a relatively new construction building material consisting of large-scale engineered wood products such as cross-laminated timber (CLT) and glue-laminated timber (glulam). It is gaining attention as a sustainable alternative to traditional steel and concrete, offering benefits such as reduced carbon emissions and enhanced aesthetic appeal. Despite being used on notable projects recently, it is not yet widely accepted by the industry as a whole. This study investigates the evolving awareness, benefits, and challenges associated with mass timber construction among U.S. construction professionals. Through a survey of over 100 construction practitioners, primarily from Cal Poly’s Construction Management Advisory …

Caed Shop Entrance Wall Redesign, Theodore Haoran Khuong, Joelle Schalesky, Ellen Elizabeth Untalan, Katherine Evalyn Timbes

Construction Management

This paper details the preconstruction process involving the replacement and redesign of the north wall at the CAED Support Shop at Cal Poly, San Luis Obispo. Accomplished by an interdisciplinary team of Architectural Engineering and Construction Management students, this project explores the requirements and procedures of generating a project proposal to submit to Cal Poly Facilities Management. The project, initiated in the fall of 2024, aimed to redesign the wall aligned with the adjacent Engineering West building and replace it with a CMU low lift grouted wall. The CAED Support Shop is offered as a resource to all CAED students …

Real-Time Network Simulations For Ml/Dl Ddos Detection Using Docker, Luis D. Garcia

Master's Theses

As the integration of artificial intelligence (AI) within cybersecurity continues to

grow, machine learning (ML) and deep learning (DL) models are increasingly used to

detect cyber attacks. However, these models are rarely evaluated in real-time attack

scenarios to see how subtle changes from the real networking environment can affect

their predictions. To address this issue, we propose a scalable, platform-independent

Docker testbed specifically designed for simulating real-time Distributed Denial of

Service (DDoS) attack scenarios that allows researchers to deploy and evaluate their

pre-trained, ML and DL detection models. Our framework is simple to configure

and can run across Intel and …

The Application Of Generative Ai For Sketch-To-Image Conversion, Jeremy J. Kozlowski

Master's Theses

Sketches have historically been the primary way to identify individuals when images are unavailable. Most commonly, this appears in a police investigation, where the police release a sketch to the public in an attempt to find a suspect. However, sketches occasionally do not provide much detail due to the limitations of both the witness and the artist. A poor sketch greatly hinders the public’s ability to identify someone, decreasing the chances they will be found. To improve upon this inefficient way of identifying individuals, we propose a new pipeline that leverages deep generative artificial intelligence models to create detailed images …

Finite Element Analysis And Verification Of Transverse Mechanical Properties Of Generally Cylindrical Orthotropic Constitutive Modeling Of 3-Phase Nanocomposite Unit Cell, Christopher J. Hawkins

Master's Theses

Fiber-reinforced composites are increasingly popular due to their specific strength and stiffness, making them ideal for high-performance applications. However, these materials primarily exhibit superior properties in-plane, while their out-of-plane characteristics remain comparatively weaker. Previous research has shown that the most effective method to enhance out-of-plane properties involves the incorporation of carbon nanotubes. Experimental tests have demonstrated significant improvements in properties such as tension, flexural, short beam shear, and fracture toughness. Alongside these experimental studies, analytical equations have been developed to predict the behavior of these composites under various loading conditions, including tension, bending, shear, and fracture. Existing models primarily address …

Joseph Moxon: Fueled By Science, Extinguished By Class. How A Forgotten Middle-Classed Early Modern English Puritan Printer Mathematician And Globe-Maker Helped Forge The Scientific Revolution And Democratize Knowledge Among The Trades, Kenneth L. Macro Jr.

Master's Theses

Joseph Moxon, raised within the trades, elevated into the middle-class, was an inducted Fellow of the Royal Society, Hydrographer to the King’s Most Excellent Majesty, Printer, Author, Translator, Maker of Globes and of Spheres, Maker of Maps and of Mathematical Instruments, Engraver, and Entrepreneur. Moxon was the quintessential Renaissance Man. A tradesman living in a time of great scientific intrigue and discovery, Moxon, acknowledged by few mid-seventeenth century historians, rightfully contributed his scientific discoveries—in the forms of tutorials and manuals written for the common man—as a testimony to all printers who have helped in the progression of the Scientific Revolution. …

Policies And Price Controls On The Research And Development Of Orphan Drugs In The United States And The European Union, Bena Pearl Filipczak Smith

Master's Theses

There is substantive literature surrounding the impact of price controls on the research and development (R&D) of new pharmaceutical products. The European Union (EU) and United States (US) are often studied in contrast to examine the influence of price controls as the US has fewer pharmaceutical price controls than the EU.

We find moderate evidence that the US spent more on annual domestic pharmaceutical R&D than the EU between 2004 and 2021, on average, before and after adjusting for GDP growth per capita and year. We find strong evidence that the US increased annual domestic R&D spending at a faster …

Lab Exercise For Cm 114: Static Bending Of Timber And Its Alternatives, Samuel E. Arreola

Construction Management

This lab exercise investigates the static bending behavior of various structural materials. In this lab, the primary objective is to evaluate and compare the stress, strain, and deflection of 2” x 10” lumber, TJI joists, LVL beams, and steel studs under controlled loading conditions. This lab will require the calculation of cross-sectional properties, applying incremental loads until failure, and recording all corresponding deflection values. Material failure was visually documented using photographs to understand structural performance under the load. By using structural engineering principles and the formulas for stress and strain, the completion of this lab exercise provides a comprehensive analysis …

The Abusive Relationship Between The Humanities And Universities: How Feminist Pedagogy Can Heal Humanist Work In The Public Forum, Danielle Morse

Feminist Pedagogy

This critical commentary considers in what ways as well as where humanists and feminist pedagogues can professionally exist when facing ideological and existential threats to higher education institutions. The passage of Florida’s SB 266 (and similar legislation) has ushered in ideological threats to academic freedom and afforded policy makers increasing levels of control in the academy. This commentary positions legislative assaults at higher education institutions – predominantly launched at non-STEM disciplines – as extensions of the 100-year-long humanities “crisis" and recommends that humanists and feminist pedagogues use this moment of continued crisis to re-define and re-locate the humanities. Looking at …

Socially Situated Scientific Discourse: Learning Under The Perceived Threat Of Being A Woman, Kayla Taylor

Feminist Pedagogy

As a companion piece to “Diminishing Dialogue: The Fallacy of Florida Politics,” this critical commentary explores how undergraduate humanities courses and feminist standpoint theory shaped the perspective of an aspiring STEM PhD candidate. The subjective nature of scientific objectivity is examined through the lens of feminist historiography and the author’s own experiences as a woman in STEM.

The Affective Labor Of Cross-Disciplinary Communication Education: Enacting A Feminist Praxis, Kailin Regutti, Zane Austin Willard

Feminist Pedagogy

This critical commentary addresses the pedagogical experiences of being instructional assistants of communication in an engineering classroom at a Florida public university. In weaving together our experiences, we reflexively explore the affective labor and challenges of teaching interpersonal and intercultural communication concepts in a STEM environment while navigating restrictive state legislation and varying disciplinary perspectives and metatheoretical assumptions. We manage these dynamic tensions by adopting a feminist pedagogical praxis that works toward reimagining futures for STEM education—a future that helps students foster a critical consciousness and apply communication as a means of developing more equitable and just solutions across industries. …

Pedagogies Of Discomfort: Critical Lessons From Florida Feminist Professors, Aisha Durham Dr., Mahuya Pal Dr., Sonia Ivancic Dr.

Feminist Pedagogy

In a collaborative letter, Florida feminist faculty instructors describe pedagogies of discomfort devised by the state to empower an assumed alienated student decentered by difference and to disquiet a culturally responsive teacher who treats education as transformation and liberation rather than career-relevant job training. They recall classroom resistance strategies and tactics not only to speak to the policies of erasure in this moment, but also to speak to the precarious student who needs to feel cared for, honored, and acknowledged in their pursuit to learn and unlearn to be in community today. The political intent of discomfort is to divide …

"Open Letter To Faculty And Professionals Across The Disciplines", Jennifer M. Nader

Feminist Pedagogy

No abstract provided.

Introduction To Special Issue, "When Resistance Seems Futile: Teaching Under Ideological Threat", Sandy Branham

Feminist Pedagogy

No abstract provided.

Executive Committee - Minutes, 11/19/2024, Academic Senate

Academic Senate Minutes

No abstract provided.

Academic Senate - Minutes, 11/12/2024, Academic Senate

Academic Senate Minutes

No abstract provided.

Executive Committee - Minutes, 11/5/2024, Academic Senate

Academic Senate Minutes

No abstract provided.

Hypoxic Incubator: Improving Robustness/Reliability And Demonstrating Physiological Efficacy, Damon Dennis Tan

Master's Theses

The Microphysiological Systems Laboratory aims to develop colorectal cancer tumor models under a hypoxic environment to assess model response to pharmaceutical compounds in vitro. To perform relevant studies, researchers have attempted to use different hypoxic inducing strategies such as a nitrogen pod and hypoxic incubator to recreate in vivo physiological responses to hypoxia. However, studies would be interrupted due to incubator functionality failure. To ensure successful and physiologically relevant studies, I improved and verified the robustness and reliability of a hypoxic incubator previously designed and manufactured in the lab. Through the testing and iterating design processes, I engineered and implemented …

3d Printed Microfluidic Fabrication Methodology, Characterization, Mechanical Design, And Applications In Electrostatic Artificial Muscles And Benthic Microbial Fuel Cells, Terak B. Hornik

Master's Theses

The fabrication of microfluidic devices often requires specialized methods. The development of these methods requires careful characterization and understanding of the processes involved. Using primarily PolyJet 3D printing technology, microfluidics offers a wide scope of applications such as microfluidic benthic microbial fuel cells (MBMFCs) and electrostatic artificial muscles. MBMFCs benefit from the confinement of the microbes resulting in close proximity between the electrode and the organisms. Using a modular design called the Sponge, assembly and upscaling is possible. Electrostatic artificial muscles benefit from a microfluidic approach due to the non-linearity of electrostatic attraction creating disproportionate benefits when miniaturized. When designed …

Engineering Student Learning And Identity: Development Using Sociotechnical Analysis, Alex Yannelli, Fredy Herrarte

College of Engineering Summer Undergraduate Research Program

This project examines the effect of sociotechnical thinking in the context of engineering core classes. Sociotechnical analysis is a problem-solving method that integrates social economic factors into a technical problem to mimic a “real world problem”. Our team analyzed 51 responses to a sociotechnical module from two Statics classes at Cal Poly. Responses were coded and themes identified using qualitative research methods and an online qualitative research software. Our team identified a relationship between engagement with the module and discussions of self, personal engineering identity, and thinking skills. Future goals will be focused on continued data collection and analysis, application …

Targeting Federated Learning: A Study Of Membership Inference Attacks On Healthcare Data, Brett W. Hillyard, Aditi S. Lappathi

College of Engineering Summer Undergraduate Research Program

This study investigates the vulnerabilities of federated learning models in the healthcare domain, specifically focusing on membership inference attacks (MIA). Federated learning allows local models to train on sensitive healthcare data without sharing the data itself, making it an attractive method for protecting privacy. However, even in this decentralized framework, models remain vulnerable to MIAs, where attackers can infer whether certain data points were used to train a model by analyzing model updates. Using the Texas100 dataset, this study demonstrates that as the number of local models increases, the attack accuracy of MIAs also increases due to higher bias …

This Is An Automated Software Platform For Grid Interconnection Of Renewable Energy Resources., Cathy Chen, Lani Nguyen

College of Engineering Summer Undergraduate Research Program

To help curb climate change, the United States is rapidly electrifying many sectors of the energy economy, such as transportation (electric vehicles) and home heating (electric heat pumps). Thus, recent years have witnessed an explosion of businesses that want to connect and operate energy resources on the electric grid. However, getting an energy resource connected to the grid is an arduous process that takes years or more, requires specialized technical knowledge, and requires navigating complex and varying regulatory procedures. This project will develop a software platform that leverages AI and high-performance computing to automate and accelerate grid interconnection and energy …

Measurement Automation & Measurement System Research Endowment, Brian Bivinetto, Beneda Loya, Shiron Bendrihem

College of Engineering Summer Undergraduate Research Program

Road travel safety is always the most important issue in transportation systems. In general, several factors cause road accidents, such as human error, vehicle mechanical failure, roadway limitations (e.g. pavement, lane geometry, etc.), and inclement weather conditions. The major focus of today’s transportation developments is related to making highway transportation safer, smarter, and greener to enhance livability. Many accidents are caused when drivers lack a better understanding of the surrounding traffic conditions because the driver not only needs to control his/her vehicle but also needs to be aware of the movements of the vehicles around him/her. A driver cannot be …

Understanding And Enhancing Sustainability Literacy In Cal Poly's College Of Engineering, Kenna Toohill

College of Engineering Summer Undergraduate Research Program

This study uses survey data collected from Cal Poly students to analyze engineering students' sustainability knowledge and their perspectives on Cal Poly's efficacy in teaching concepts in sustainability. It also compares the College of Engineering to other colleges to determine if, and how, CENG is behind in environmental education at Cal Poly.

Significance Of Noninvasive Endothelial Dysfunction And Other Cardiovascular Measurements In Various Communities, Sofi Z. David, Lily Wilcox, Kalia Richard

College of Engineering Summer Undergraduate Research Program

This pilot study aims to raise awareness of endothelial dysfunction in underrepresented communities, where cardiovascular disease is prevalent. By delivering educational presentations and materials, the study seeks to increase participants' understanding and interest in endothelial dysfunction, potentially leading to proactive health behaviors. The results will inform future initiatives to enhance public knowledge and reduce the burden of cardiovascular disease in these communities.

In the future, there will also be a 3 vs 5-minute hyperemia study. Thirty participants without a history of cardiovascular disease will undergo testing using the Cordex SmartCuff™ device. If the three-minute hold proves to accurately measure endothelial …

Impact Of Composites Material Research On Underrepresented Communities, Neil Bedagkar

College of Engineering Summer Undergraduate Research Program

The purpose of this research is to qualify and quantify the amount of research into composite materials applicable to certain engineering industries, then examine the impact these industries have on communities of a lower socioeconomic status. Of a random sample of papers from ScienceDirect over the last 24 years, it was found that the amount of research applicable to industries cascades as follows: the most is applicable to the construction industry, followed by automotive, defense, renewable energy, and biomedical. The effects of each industry have been examined and are presented as well.

Optimizing Medical School Enrollment, Justin Koida, Nicholas Quattrocchi

College of Engineering Summer Undergraduate Research Program

The increasing physician shortage, coupled with an aging population, presents significant challenges for healthcare systems. With higher education facing a projected enrollment cliff, and a decline in youth math and reading scores, identifying the most qualified medical school applicants is imperative. With thousands of applications received annually for only 300 spots at Western University of Health Sciences (WesternU), it is crucial to streamline the selection process while minimizing applicant attrition and melt.

In our research project, we develop a predictive model to identify candidates for interviews based on success data from students at WesternU. We utilized a dataset provided by …