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Stem Workshops For Pre-K Students, Sofia Berg, Ashlyn Swoboda Jun 2026

Stem Workshops For Pre-K Students, Sofia Berg, Ashlyn Swoboda

Architectural Engineering

This project involved the development and implementation of a four-part structural engineering workshop series for preschool-aged children at the Orfalea Children’s Center at California Polytechnic State University, San Luis Obispo. The workshops were designed to introduce fundamental structural engineering concepts through age-appropriate discussions, demonstrations, and hands-on activities focused on engineering careers, structural shapes, skyscrapers, and bridges. The lessons emphasized concepts such as stability, bracing, structural loading, seismic behavior, and iterative design while encouraging collaboration, creativity, and problem solving.

Throughout the workshop series, students actively participated in discussions, demonstrated enthusiasm for engineering activities, and were able to recall concepts introduced in …


Xenaforms: Reinforcing Kinematic Stability Through Rigid Connections, Katherine G. Thies Jun 2026

Xenaforms: Reinforcing Kinematic Stability Through Rigid Connections, Katherine G. Thies

Architectural Engineering

XenaForms combine rigid planes and straight lines with the fluidity of structural origami to create beautiful, organic folded plate structures. Unlike many conventional structures, folded plate systems derive their stability from the interaction between connected panels, creating the appearance of a single continuous sheet of material. The XenaForm uses structural origami and triangulation to create stable points at the apex of two non-colinear triangles. While it is mathematically true that no moment needs to be transferred across the seam between panels in order to have a stable structure, allowing some moment capacity greatly helps during construction. Specifically, these stiff connections …


Thousand Hills Pet Resort Deck Design, Kenzie Brown Jun 2026

Thousand Hills Pet Resort Deck Design, Kenzie Brown

Architectural Engineering

On-site residential units at Thousand Hills Pet Resort currently lack ADA-compliant access, as entry is limited to small, elevated doorways that are only reachable by stairs. A deck connecting the units and providing accessible ingress and egress was designed for this senior project.

In addition to the ADA requirements, the property is expected to undergo significant redevelopment in the coming years. As a result, the deck design must not only meet accessibility needs but also be adaptable and reusable. The final design is a modular deck structure utilizing a hybrid foundation system that facilitates future relocation of the deck. The …


Design And Construction Of Caed Support Shop Steel Fence On Existing Cmu Wall, Jared Gustavo Martinez, Agustin Dominguez Jimenez Jun 2026

Design And Construction Of Caed Support Shop Steel Fence On Existing Cmu Wall, Jared Gustavo Martinez, Agustin Dominguez Jimenez

Architectural Engineering

This project involved the design, testing, fabrication, and construction of a new steel fence system for the CAED support shop at California Polytechnic State University, San Luis Obispo. The fence was designed to attach to an existing CMU wall and serve as a future attachment point for a removable shade canopy system. Experimental testing was performed on multiple turnbuckles to establish a conservative design load for the structural design of the fence posts, baseplates, welds, and anchorage connections. In addition to meeting structural requirements, the project incorporated architectural elements inspired by the original fence and surrounding CAED shop environment. The …


Modular House Design Study, Jordan J. P. Smith Jun 2026

Modular House Design Study, Jordan J. P. Smith

Architectural Engineering

The Modular House is a student designed and constructed structure in Poly Canyon. For decades it served as a home for the Canyon’s caretakers who maintained the structures, looked over the Canyon, and helped construct student projects. After being abandoned for a variety of reasons, the structure now currently stands as an open-air pavilion.

This project studies The Modular House as a unique and storied site and proposes a theoretical retrofit to make the structure habitable again. Historical documents, past senior projects, images, and firsthand accounts were reviewed to understand the site’s history and how it changed over time. In …


Tanzania Mbesese Initiative 2026, June Ezzell, Sam Liebman, Noah Beyer, Kate Hamilton, Luke Vollert, Kylee Borgen, Cody Balazs, Meg Mclaughlin Jun 2026

Tanzania Mbesese Initiative 2026, June Ezzell, Sam Liebman, Noah Beyer, Kate Hamilton, Luke Vollert, Kylee Borgen, Cody Balazs, Meg Mclaughlin

Architectural Engineering

The Tanzania Mbesese Initiative 2026 Senior Project supports a multi-year design-build effort to establish the Same Polytechnic College in Same, Tanzania. This community faces high poverty levels and limited access to higher education, necessitating sustainable infrastructure to support tertiary education. To prepare for the upcoming July phase of construction, an eight-student Architectural Engineering team designed three practical and resilient structures: a Shade Structure, a Water Collection Structure, and a Reusable Scaffolding system. The final design applied structural analysis, modeling, and hand-tool fabrication practice to balance material efficiency with long-term structural durability. The deliverables provide comprehensive construction documentation, complete material takeoffs, …


Design And Implementation Of A Honeycomb Damping System For The 2026 Eeri Seismic Design Competition, Vera Nguyen, Lauryn Wojcik Jun 2026

Design And Implementation Of A Honeycomb Damping System For The 2026 Eeri Seismic Design Competition, Vera Nguyen, Lauryn Wojcik

Architectural Engineering

The authors of this report were a part of the 2026 Earthquake Engineering Research Institute (EERI) chapter at California Polytechnic State University, San Luis Obispo. In July 2026, they will travel to Portland, Oregon with 12 students to compete in the Undergraduate Seismic Design Competition hosted by EERI. The competition required teams to develop a comprehensive structural design proposal that included computer-based modeling and analysis, construction of three physical models, and the preparation of both a technical poster and oral presentation for a proposed high-rise building located in Portland, Oregon. Cal Poly’s “Illahee Tower” was designed with an emphasis on …


Caed Shop Entrance Wall Construction, Mason Neil Mitchell, Benjamin Joseph Rohrer Jun 2026

Caed Shop Entrance Wall Construction, Mason Neil Mitchell, Benjamin Joseph Rohrer

Architectural Engineering

This project involves the demolition and reconstruction of the CAED Support Shop Wall at Cal Poly, San Luis Obispo. The project was designed as a multidisciplinary project, combining architectural engineering and construction management students who collaborated on the rehabilitation of an existing structure. This project aimed to use “replication” as a means of historical preservation and restoration, specifically in the fabrication of custom CMU members.


Sotto L'Ulivo, Makayley Washburn, Alex Twomey, Juliana Pantoja, Megan Boyle, Mark Tain Lawson Jun 2026

Sotto L'Ulivo, Makayley Washburn, Alex Twomey, Juliana Pantoja, Megan Boyle, Mark Tain Lawson

Architectural Engineering

Over the span of six years, four Architectural Engineering senior project teams designed and developed a shade structure adjacent to Engineering West (Building 21) at California Polytechnic State University, San Luis Obispo. Each phase of the project built upon the last, showcasing student work and application of the ARCE curriculum with the help and guidance of Professor Craig Baltimore.

In the fall of 2025, five Architectural Engineering seniors chose to continue this project and complete the construction of the structure and plaza. The Sotto L’Ulivo phase picked up where the last team left off, taking on the construction of the …


Concrete And Masonry Code (Beams), Michael Alexander Simas Rocha Jun 2026

Concrete And Masonry Code (Beams), Michael Alexander Simas Rocha

Architectural Engineering

This report only covers the beam design of the code that was written. The end goal of this project is to write code for concrete and masonry following what was taught in the lecture classes. This project is acting as a foundation for the end goal of a program that can compete with SAP2000, ETABS, RISA, and others. One final goal is to have the print out have the look and feel of having been done by hand. While coding; several factors were recorded including time spent coding, debugging, and then to do three problems by hand vs how long …


The Xenaform: Structure Through Geometry, Justin Tobias Mendoza Ocampo, Emily Marie Labrador, Banyan Walker, Paul Minchev, Brayden Sean Kelleher, Ethan Mario Ceccarelli Jun 2026

The Xenaform: Structure Through Geometry, Justin Tobias Mendoza Ocampo, Emily Marie Labrador, Banyan Walker, Paul Minchev, Brayden Sean Kelleher, Ethan Mario Ceccarelli

Architectural Engineering

The XenaForm is a geometry-driven structural system that incorporates complex forms generated from simple rules of stability, inspired by the work of Iannis Xenakis and reworked by Professor Edmond Saliklis. This project investigates how structural stability can be achieved through geometric configurations rather than a reliance upon material strength alone. By utilizing the design principles of trilateration and the interconnection of triangular panels, the XenaForm was constructed in accordance with the rules of the International Association for Shell and Spatial Structures Pavilion Competition. The team generated several design iterations and selected a final design to fabricate and construct, considering affordability, …


Fairness, Representation, And Retrievability In Ai Information Systems, Xiaoxiao Shang Jun 2026

Fairness, Representation, And Retrievability In Ai Information Systems, Xiaoxiao Shang

Engineering Ph.D. Theses

Artificial intelligence and machine learning systems are deeply embedded in modern information ecosystems, yet the bias they exhibit is not a single phenomenon. This dissertation identifies three distinct stages of the AI pipeline at which bias surfaces, each demanding a di!erent conceptual treatment: measurement bias in preprocessing, addressed through identification fairness; content bias at the corpus level, addressed through representation equity; and systemic bias in retrieval, addressed through distributional justice. Measurement bias arises when raw signals about people are converted into categorical labels, and errors at this stage propagate into every subsequent computation. In race and ethnicity prediction from names, …


Immobilizing Migrants, César Cuauhtémoc García Hernández Jun 2026

Immobilizing Migrants, César Cuauhtémoc García Hernández

Michigan Law Review

A review of The Migrant’s Jail: An American History of Mass Incarceration. By Brianna Nofil.


International Advice, Mature Democracies And The Venice Commission, Maartje De Visser Jun 2026

International Advice, Mature Democracies And The Venice Commission, Maartje De Visser

Research Collection Yong Pung How School Of Law

The aim of this article is to explore the role and practice of constitutional advice-giving as it relates to mature democracies. More precisely, this article considers how the Venice Commission – the official advisory body for constitutional matters of the Council of Europe – exercises its mandate vis-à-vis such democracies through the delivery of country-specific Opinions, based on a close reading of all such Opinions rendered between 2002 and 2024. It examines the substantive focus of those Opinions, the way they engage with constitutional experiences elsewhere, as well as the tone of the assessment and the approach taken in formulating …


Brief Of Evidence – Bill C-16 Protecting Victims Act, Emma Cunliffe Jun 2026

Brief Of Evidence – Bill C-16 Protecting Victims Act, Emma Cunliffe

All Faculty Publications

This brief focuses specifically on the proposal in Bill C-16 to create a new criminal offence of coercive control and the absence of any correlate defence for offences committed by a person who is subject to coercion. Reviewing evidence from research in other jurisdictions that have adopted such an offence (Scotland, England and Wales, and the Australian jurisidictions of NSW and Queensland), as well as Canadian research, there is abundant evidence to suggest that more criminal law, including new offences, will not necessarily increase women’s safety; and in fact, can be predicted to expose women to greater risk of harm …


Alara+: Summit On Radiation And Orthopedic Risks In Fluoroscopic Laboratories: Endorsed By Acc, Acvp, Ase, Hrs, Scai, Sir, Snis, Svin, And Svs, Arash Salavitabar, Amit N. Vora, Dorothea Altschul, J. Fritz Angle, Chelsea Ballinger, Andrew Bojanowski, Anna E. Bortnick, Kyle Bugg, Emily Carpenter, Robert E. Foster, Joanna Ghobrial, Matthew Glogoza, Atul Gupta, James B. Hermiller, A. Kyle Jones, Summer L. Kaplan, Steven J. Kraus, Omar Khalique, Andrea Klein, Nick Morse, Preethi Ramchand, David G. Rizik, Lucy M. Safi, Cheryl C. Schultz, Kamala P. Tamirisa, R. Jay Widmer, Kristi Wilson, Jonathan X. Fang, Arnold Seto, Robert F. Riley Jun 2026

Alara+: Summit On Radiation And Orthopedic Risks In Fluoroscopic Laboratories: Endorsed By Acc, Acvp, Ase, Hrs, Scai, Sir, Snis, Svin, And Svs, Arash Salavitabar, Amit N. Vora, Dorothea Altschul, J. Fritz Angle, Chelsea Ballinger, Andrew Bojanowski, Anna E. Bortnick, Kyle Bugg, Emily Carpenter, Robert E. Foster, Joanna Ghobrial, Matthew Glogoza, Atul Gupta, James B. Hermiller, A. Kyle Jones, Summer L. Kaplan, Steven J. Kraus, Omar Khalique, Andrea Klein, Nick Morse, Preethi Ramchand, David G. Rizik, Lucy M. Safi, Cheryl C. Schultz, Kamala P. Tamirisa, R. Jay Widmer, Kristi Wilson, Jonathan X. Fang, Arnold Seto, Robert F. Riley

Department of Neurosurgery Faculty Papers

Occupational radiation exposure has a clear association with long-term health effects and has a particular impact on women, trainees, and supporting staff. There is a reliance on limited, traditional radiation protection and nonergonomic equipment, which carries associated orthopedic injury rates with adverse impacts on both individual career trajectories and health systems, and with significant challenges to widespread implementation of enhanced radiation protection devices. During the 2025 Society for Cardiovascular Angiography & Interventions Scientific Sessions in Washington, DC, a multidisciplinary Think Tank summit was convened and included representatives from multiple stakeholders, including other professional societies, advocacy groups, and industry partners. The …


Bison Health Network Newsletter, June 2026, Bison Health Network Jun 2026

Bison Health Network Newsletter, June 2026, Bison Health Network

Bison Health Network News

Newsletter Contents:

Updates
Network Demographics
Did you know? | Bison Calf Anatomy & Physiology
Health Highlight: Calf Survival and Early-Life Health


2026 Annual V.E.S.T Hackathon: Improving Gender Inclusivity Of Glove Fitting, Makena E. Fix Jun 2026

2026 Annual V.E.S.T Hackathon: Improving Gender Inclusivity Of Glove Fitting, Makena E. Fix

Construction Management

Safety gloves are an essential part of field personnel's personal protective equipment (PPE). Gloves protect against cuts, burns, chemicals, and other hazards. Properly fitting gloves reduce the risk of injury by enabling the suitable use of task-specific protection. The 2026 Verifying Everyone’s Safety Together (V.E.S.T) Hackathon was hosted to identify ways in which gloves fit workers differently, and evaluated six different glove types, ranging from woven cut rated to firefighting gloves. To understand experiences faced by workers with their PPE, firefighters were interviewed and discussions were held at the Hackathon. The collaborative event brought industry members and students together to …


Skip The Grid: Bringing Power To The Navajo And Hopi Nation, Benjamin R. Narciso Jun 2026

Skip The Grid: Bringing Power To The Navajo And Hopi Nation, Benjamin R. Narciso

Construction Management

Skip the Grid is an interdisciplinary service-learning project that provides sustainable energy solutions to families with school-aged children living in the Navajo and Hopi Nations. In March 2026, a team of 23 students from five academic disciplines at California Polytechnic State University (Cal Poly) partnered with Heart of America, SOLV Energy, and NextPower to complete the program's fifth year. The project's purpose was to improve the quality of life and support educational success by providing reliable access to electricity, lighting, and refrigeration in underserved communities. Participants were organized into five installation teams consisting of Cal Poly students, faculty, industry partners, …


Rooted In Hillsboro: An Urban Tree Protection Project, Leandre Mills, Aidan Mcclinton, Aria Shopbell, Karl Coppock, Wally Mcallister Jun 2026

Rooted In Hillsboro: An Urban Tree Protection Project, Leandre Mills, Aidan Mcclinton, Aria Shopbell, Karl Coppock, Wally Mcallister

Master of Urban and Regional Planning Workshop Projects

The Canopi team and the City of Hillsboro Urban Forestry Program completed this project to evaluate and strengthen municipal tree protection policies. Current regulations rely heavily on tree replacement rather than retention, contributing to loss of mature canopy and reduced climate, infrastructure, and equity benefits. In many cases, mature trees removed during development or infrastructure projects are replaced with small-caliper plantings that do not provide equivalent environmental or community value for decades.

As Hillsboro grows, the city faces increasing climate pressures, including urban heat island effects, stormwater impacts, invasive pests, and uneven canopy distribution across historically underserved neighborhoods. These challenges …


Cathedral Park Strategic Action Plan: Guiding Community Development With Actionable Advocacy Strategies, Travis Mauzy, Dagny Daniel, Samuel Goldberg, Samantha Ishihara, Jacob Hagen Jun 2026

Cathedral Park Strategic Action Plan: Guiding Community Development With Actionable Advocacy Strategies, Travis Mauzy, Dagny Daniel, Samuel Goldberg, Samantha Ishihara, Jacob Hagen

Master of Urban and Regional Planning Workshop Projects

The Cathedral Park Neighborhood Association (CPNA) is interested in adopting a Community Plan. Area-specific plans are addendums to the City of Portland Comprehensive Plan which give a neighborhood the opportunity to identify issues and priorities for long-range planning in their community.

Cathedral Park is currently a part of the St. John's/Lombard Plan (2004), but the neighborhood has experienced many changes since then, including new housing development, shifting demographics, and awareness of environmental threats such as the Critical Energy Infrastructure hub.


Historic Parkrose: Planning For Vacant Properties, Rowan Anderson, Julia Cruz Jones, Akasha Lawrence Spence, Clara Lietz, Cal Storrs Jun 2026

Historic Parkrose: Planning For Vacant Properties, Rowan Anderson, Julia Cruz Jones, Akasha Lawrence Spence, Clara Lietz, Cal Storrs

Master of Urban and Regional Planning Workshop Projects

Crescent Consulting was engaged by Historic Parkrose, a Portland-based non-profit, to analyze vacant and under-utilized properties along Northeast Sandy Boulevard within the Historic Parkrose Business District. The area has been the focus of many planning efforts at the neighborhood, city, and state level that have identified community needs and priorities, yet implementation has been limited. Forthcoming Tax Increment Financing (TIF) funding may create opportunities to implement these plans and encourage reinvestment that will contribute to the corridor’s vitality and economic capacity. This report is a resource for evaluating and prioritizing vacant lot redevelopment opportunities in Parkrose, helping align future investment …


Westside Foodshed Hub Initiative: Farm-To-Food-Assistance Feasibility Study, Andrew Bugh, James Shelstad, Jordan Rasmussen, Kenton Marquigny, Reed Johnson Jun 2026

Westside Foodshed Hub Initiative: Farm-To-Food-Assistance Feasibility Study, Andrew Bugh, James Shelstad, Jordan Rasmussen, Kenton Marquigny, Reed Johnson

Master of Urban and Regional Planning Workshop Projects

The Westside Foodshed Planning Initiative is a feasibility study exploring how Farm-to- Food-Assistance, or F2FA, can supplement CAFE's food assistance work in Northwest and Downtown Portland. The study was conducted by Soil for Roses, a planning team consisting of members of Portland State University's Master of Urban and Regional Planning program. Through this project, Soil for Roses envisions the F2FA as a regional food aggregation and distribution hub tailored to CAFE’s goals of advancing food security and nutrition, environmental stewardship, and resilience.


Gateway: Heat Resilience Focus Area Final Report, Jill Coleman, Sletsy Dlamini, Luke Gordon, Danny Harden-Ramella, Joe Kortenhof, Devery Sheridan Jun 2026

Gateway: Heat Resilience Focus Area Final Report, Jill Coleman, Sletsy Dlamini, Luke Gordon, Danny Harden-Ramella, Joe Kortenhof, Devery Sheridan

Master of Urban and Regional Planning Workshop Projects

In the Summer of 2021, Multnomah County experienced a heat dome that resulted in the tragic deaths of 75 people and caused 258 individuals to seek medical care in emergency rooms and urgent care facilities. While heat related treatment had been experienced in previous heat waves, no heat related deaths had been recorded by the county prior to the Heat Dome. Since 2021, heat-related fatalities have remained elevated above the pre-2021 baseline. Medical visits for illness and injury also remain elevated from 2021 onwards. Many of the more easily implementable short-term solutions have already been implemented in Portland, and the …


C-Tran Bus Stop Accessibility Action Plan, Grace Alston, Michelle Auster, Zoe Beckley, Noah Crawford, Ryan Gallo, Angelique Wallmann Jun 2026

C-Tran Bus Stop Accessibility Action Plan, Grace Alston, Michelle Auster, Zoe Beckley, Noah Crawford, Ryan Gallo, Angelique Wallmann

Master of Urban and Regional Planning Workshop Projects

Project Background

C-TRAN is the regional public transportation provider for the Clark County Public Transportation Benefit Area in Southwest Washington, providing connections to the Portland, Oregon, metro region. C-TRAN connects people to opportunities, supports economic vitality, and enhances the quality of life for the community.

The challenge - 66% of C-TRAN’s bus stops are non-ADA compliant, C-TRAN’s existing capital investment strategy lacks community input and a multi-year application.

The Opportunity - Our Bus Stop Accessibility Action Plan will leverage community engagement and social metric data to develop a long-term investment strategy.


Reimagining The Cully 5 Corners, Samuel Anderson, Noah Brown, Kaitlyn Cook, Nicholas Pelster, Michael Wickham, Steven Yee Jun 2026

Reimagining The Cully 5 Corners, Samuel Anderson, Noah Brown, Kaitlyn Cook, Nicholas Pelster, Michael Wickham, Steven Yee

Master of Urban and Regional Planning Workshop Projects

Reimagining the Cully 5 Corners is a project spearheaded by the Cully Coalition and Confluence Planning + Design, aiming to create a vision and plan for a centralized, connected, resilient hub for this area of NE Portland, Oregon.

The Cully Coalition envisions Cully as an equitable and socially just neighborhood that enriches and uplifts all community members while minimizing displacement, improving community cohesion, and supporting economic vitality.

Like many Portland areas annexed in the late 20th century, the Cully neighborhood has experienced decades of relative underinvestment in terms of public services, urban design, and business development.

Uplifting Cully starts with …


Application Of Information Literacy Skills To Everyday Life Information Seeking In College Students: Implications For Instruction, Stephanie Ward, Rachel Dineen, Darren Ilett Jun 2026

Application Of Information Literacy Skills To Everyday Life Information Seeking In College Students: Implications For Instruction, Stephanie Ward, Rachel Dineen, Darren Ilett

Communications in Information Literacy

Academic librarians who teach information literacy (IL) skills hope students will transfer those skills to their information seeking in everyday life. However, there is little evidence that students are transferring what they learn about research to their lives outside college. This study aims to find out what search and evaluation strategies college students who have had IL instruction apply to their own personal information seeking behaviors. To do this, a talk-aloud protocol was used to record participants’ thoughts and actions as they navigated scenarios that required them to select a source that met a non-academic information need. The findings indicate …


Investigating An Energy-Preserving Spectral Finite Difference Numerical Method For A Wave Equation On The Metric Graph, Tue Minh Tran Jun 2026

Investigating An Energy-Preserving Spectral Finite Difference Numerical Method For A Wave Equation On The Metric Graph, Tue Minh Tran

University Honors Theses

To investigate the accuracy and long-term energy conservation of a spectral finite difference numerical method for a wave equation on metric graphs. In conservative systems, numerical methods should preserve total energy. However, explicit finite difference methods require impractically small space steps and exhibit energy drift at end points. To address these limitations, a spectral finite difference method is implemented using a Fourier transformation. This semi-spectral method improves stability at endpoints while maintaining second-order accuracy, achieving an overall error of O(∆t2). We implement the semi-spectral method on the IEEE14 metric graph and provide visuals showing the initial condition …


Why Choose Green Burial: Raising Awareness About An Under-Utilized Method Of Body Disposition, Gretchen Mahlberg Jun 2026

Why Choose Green Burial: Raising Awareness About An Under-Utilized Method Of Body Disposition, Gretchen Mahlberg

University Honors Theses

Green burial, the process of human burial in a biodegradable vessel without embalming, is a simple method for disposal of remains that has been used around the world for centuries, yet it is chosen less than 5% of the time in the US today. The stigma about discussing death has led to a lack of awareness about options and created an environment where morticians, as the sole sources of information, direct the bereaved towards the options most beneficial to themselves. Previous methods to raise awareness about green burial have had limited reach, being focused on people who are already researching …


Viruses Causing Panleukopenia In Domestic Cats: A Review Of Feline And Canine Parvoviruses, Simon Colby Jun 2026

Viruses Causing Panleukopenia In Domestic Cats: A Review Of Feline And Canine Parvoviruses, Simon Colby

University Honors Theses

Parvoviruses remain among the most important viral pathogens in domestic cats today. Despite this, there is much confusion around which parvoviruses can infect cats, and what extent of disease they can cause. One of the two parvoviruses infecting cats, canine parvovirus type-2 (CPV-2), likely evolved from the other parvovirus infecting cats, feline parvovirus (FPV). These viruses differ at only a few places in their genomes, and share the method of cell entry via the transferrin receptor. The disease caused by FPV has been well characterized in cats, but disease caused by CPV-2 is more obscure. Additionally, current testing methods for …