Conference Session

Tech Session 4: Embedding Engineering for One Planet (EOP) Framework in Engineering Education

Collection

2025 ASEE Annual Conference & Exposition

Authors

Diana M. Byrne, University of Kentucky; Jennifer Mueller PE P.E., Rose-Hulman Institute of Technology

Tagged Divisions

Environmental Engineering & Sustainability Division (ENVIRON)

students will be most successful if topics are integratedthroughout the full undergraduate curriculum. Supported by the ASEE Engineering for OnePlanet (EOP) Mini-Grant Program, we sought the following objectives: (1) revise materials forCE 218 (Sustainable Engineering) to introduce EOP, (2) revise materials for CE 303(Introduction to Construction Engineering) to integrate EOP outcomes, (3) map EOP outcomesto existing required undergraduate courses, (4) engage CE faculty by introducing the EOPframework and providing opportunities for implementation, and (5) develop a guidancedocument for faculty interested in integrating EOP in courses. These efforts were assessed forboth courses at the University of Kentucky (CE 218 and CE 303) in collaboration

Conference Session

Computing and Information Technology Division (CIT) Technical Session 5

Collection

2025 ASEE Annual Conference & Exposition

Authors

Caroline Crockett, University of Virginia

Tagged Divisions

Computing and Information Technology Division (CIT)

data, translate between textual and mathematical descriptions of systems, gain the skills necessary to implement and test ML functions in Python, and practice presenting data in easy-to-interpret plots. This paper concentrates on the set-up of the course and initial instructor reflections; we have not yet collected student data on how the course is meeting curricular goals.1 IntroductionMore engineering departments are offering, and sometimes requiring, courses on machine learn-ing (ML). Given the breadth of the subject area, it is no surprise that these courses vary consider-ably. Some ML courses focus on the implementation or “how to” aspects; these courses tend to becoding-heavy and may include learning objectives

Conference Session

Instrumentation in Engineering Projects

Collection

2025 ASEE Annual Conference & Exposition

Authors

Catherine Johnson, Missouri University of Science and Technology; Rachel L Bauer, Missouri University of Science and Technology

Tagged Topics

Diversity

Tagged Divisions

Instrumentation Division (INST)

project involves an on-campusweekend, during which students design and execute an experiment using three or more of theinstrumentation techniques covered in the course. This collaborative project culminates in aresearch paper summarizing their findings. The course redevelopment has resulted in increasedenrollment, positive student evaluations, and several peer-reviewed publications. This modeldemonstrates a successful hybrid approach that ensures distance learners gain equivalent hands-on experience and research opportunities as their on-campus counterparts.IntroductionExplosives engineering is a specialized field that requires not only a solid foundation intheoretical knowledge but also the ability to design, execute, and analyze experiments [1

Conference Session

ELOS Technical Session 3: Advancing Engineering Competencies: From Labs to Writing

Collection

2025 ASEE Annual Conference & Exposition

Authors

Gautom Kumar Das, University of Maryland Baltimore County

Tagged Divisions

Experimentation and Laboratory-Oriented Studies Division (DELOS)

, Canada, and Singapore; his previous research interests were on nanomaterials for multimodal and deep tissue imaging, and biosensing applications. ©American Society for Engineering Education, 2025 Work-in-progress: Effectiveness of Checklists in Developing Technical Writing Skills1. IntroductionWriting laboratory reports is a foundational skill for undergraduate students in science andengineering disciplines that has long been emphasized by the National Academies, ABET, andprofessional organizations such as American Institute of Chemical Engineers [1-4]. However, aslaboratory instructors, we have often been less than satisfied with both the process of guidingstudents in

Conference Session

Multidisciplinary Engineering Division (MULTI) Technical Session 11

Collection

2025 ASEE Annual Conference & Exposition

Authors

Alyson Grace Eggleston, Pennsylvania State University; Robert J. Rabb P.E., The Pennsylvania State University; Glen Roderic Coates, Pennsylvania State University

Tagged Divisions

Multidisciplinary Engineering Division (MULTI)

communication,a priority shared by industry, government, and other employers. Although technicalcommunication has been formally introduced in teaching-focused engineering programs in thelast decade, the field itself has rapidly evolved. Modern technical communication now leveragesdigital tools to engage diverse audiences—from subject matter experts to the general public—requiring not only mastery of technical writing but also visual communication skills. Thisevolution presents two key challenges for engineering curricula: (1) where should these skills betaught, and in what format? and (2) which instructors are best suited and qualified to deliver thisinstruction? With limited space in the curriculum for standalone technical communicationcourses, many

Conference Session

First-Year Programs Division (FPD) Work-in-Progress 3: Integration of Math, Computing, and AI in First-Year Courses

Collection

2025 ASEE Annual Conference & Exposition

Authors

Amr Hassan, University of Pittsburgh; Mohamed A. S. Zaghloul; Irene B. Mena, University of Pittsburgh

Tagged Topics

Diversity

Tagged Divisions

First-Year Programs Division (FPD)

teamwork experiences. Building on prior work suggestingenhanced performance in diverse teams, this study extends the scope to address team harmony andinterpersonal relationships. Results are expected to provide actionable insights into optimizing teamcomposition in engineering education, enhancing student experiences, and fostering inclusive learningenvironments.1. IntroductionIn today's engineering education, diversity and inclusion play a pivotal role in shaping a progressive andinnovative academic landscape. Embracing individuals from different cultural, social, and economicbackgrounds enriches classroom interactions and drives creativity. Engineering programs aim to providestudents of all genders, ethnicities, and socioeconomic statuses with

Conference Session

ECE-Embedded Systems Education: Innovation and Virtual Platforms

Collection

2025 ASEE Annual Conference & Exposition

Authors

Mahmoud Al-Quzwini, Stevens Institute of Technology, School of Engineering and Science.

Tagged Divisions

Electrical and Computer Engineering Division (ECE)

Teaching. The project not only succeeded in adapting to theconstraints of remote learning but also demonstrated a forward-thinking approach to embeddingpractical, real-world skills in the curriculum, serving as a model for future education strategies inembedded systems and other hands-on disciplines.1. INTRODUCTIONThe COVID-19 pandemic in 2020 fundamentally disrupted educational systems worldwide,forcing a sudden shift from in-person to remote learning. For engineering disciplines likeembedded systems, which rely heavily on hands-on laboratory work and real-time hardware-software integration, this transition posed unique and significant challenges. The inability to accessphysical tools and collaborative environments risked undermining the

Conference Session

Inspiring Future Engineers: Targeted Summer Programs for Diverse STEM Pathways

Collection

2025 ASEE Annual Conference & Exposition

Authors

Mir M Hayder, Savannah State University; Alberto G De La Cruz, Savannah State University

Tagged Topics

Diversity

Tagged Divisions

Pre-College Engineering Education Division (PCEE)

StudentsIntroductionThere is a strong and urgent regional need to increase the production of qualified cybersecurityprofessionals in the workforce. According to the U.S. Bureau of Labor Statistics’ OccupationalOutlook Handbook, jobs related to Information Security Analysis with responsibilities to planand conduct security measures to organization’s computer networks and systems are rated as oneof the fastest-growing jobs in the United States through 2020-3030 [1]. Georgia Department ofLabor predicts a similar trend and forecasts a 16.5% increase in Computer and Mathematicsoccupations in the state of Georgia through 2028 [2]. More specifically, Information SecurityAnalysis occupations are expected to increase by 34.0%, a rate way higher than the average forall

Conference Session

Multidisciplinary Engineering Division (MULTI) Technical Session 3

Collection

2025 ASEE Annual Conference & Exposition

Authors

Tabe Ako Abane, Purdue University at West Lafayette (COE); Maxell Lumbera, Purdue University at West Lafayette (COE); Robin Adams, Purdue University – West Lafayette (College of Engineering)

Tagged Divisions

Multidisciplinary Engineering Division (MULTI)

accountability measures and accreditation requirements[1]. One standard method used for continuous quality improvement (CQI) of instruction isthrough different feedback mechanisms [2] for instance, anonymous course review by students atthe end of course sessions. In this process, students provide anonymous evaluations throughfeedback, which is part of internal quality assurance conducted at the end of each course [3], [4].However, there is disagreement among experts and educational stakeholders on the effectivenessand benefits of these practices in the quality improvement of instruction [4]. There is, therefore, agrowing need for a shift towards more innovative and effective ways to qualitatively andquantitatively assess the quality of instruction. This

Conference Session

International Division (INTL): Case Studies and Trends

Collection

2025 ASEE Annual Conference & Exposition

Authors

Edris Ebrahimzadeh P.E., University of South Alabama

Tagged Divisions

International Division (INTL)

engineeringeducation. However, students often engage with these languages in two distinct ways: some usethem primarily for numerical analysis and linear algebra, while others leverage them as full-fledged programming languages [1]. The former group tends to write scripts for specific problem-solving, whereas students with prior coding experience develop functions and broadercomputational solutions. 1Students proficient in programming quickly recognize the advantages of structured problem-solving, allowing them to tackle complex engineering challenges more effectively than those whoview MATLAB solely as a mathematical tool. Programming is fundamentally about

Conference Session

Engineering Ethics Division (ETHICS) Technical Session - Student understanding

Collection

2025 ASEE Annual Conference & Exposition

Authors

Todd Freeborn, The University of Alabama; Miriam E. Sweeney, The University of Alabama; Claire Major, The University of Alabama

Tagged Divisions

Engineering Ethics Division (ETHICS)

be included incurricula of accredited institutions [1]. As a result, college textbook authors began to includeinformation about professional and ethical responsibility in their publications helping to furtherembed ethics in engineering curricula [2]. Over time, these trends have increased scholarlyinterest in the teaching of ethics in engineering educationThough there are two different goals for teaching engineering ethics—on the one hand cognitiveunderstanding, and on the other hand social and moral understanding and behavior—theinstructional methods used to accomplish both appear to be similar. To wit, they have often bothinvolved active learning (specifically use of ethical dilemmas), case studies, and problem-basedlearning [1]. A few

Conference Session

Computing and Information Technology Division (CIT) Technical Session 7

Collection

2025 ASEE Annual Conference & Exposition

Authors

Christine Allain Roach, Texas A&M University

Tagged Divisions

Computing and Information Technology Division (CIT)

behavioralengagement rather than indicative of learning gains.Literature ReviewVideo is a staple of online higher education, offering a range of affordances that make it a versatileinstructional tool. It is well-suited for exposition, demonstrations, guided processes, and theclarification of complex concepts through narration paired with dynamic imagery [1]. Additionally,the medium supports self-paced learning [1], can aid in the management of cognitive load [2], mayenhance instructor presence [3], and has been shown to foster positive study habits among students[2]. Scagnoli, Choo, and Tian highlight a strong correlation between satisfaction with video learningand positive learning experiences [4], highlighting video’s importance in contemporary

Conference Session

ECE-Cybersecurity and Quantum Technology Education

Collection

2025 ASEE Annual Conference & Exposition

Authors

Suryansh Upadhyay, The Pennsylvania State University; Swaroop Ghosh, The Pennsylvania State University; Kathleen M. Hill

Tagged Topics

Diversity

Tagged Divisions

Electrical and Computer Engineering Division (ECE)

).In addition students reported several unexpected positive outcomes, such as gaining insights intoindustry-standard security measures and securing related internships.1 IntroductionQuantum computing represents a revolutionary paradigm in computational technology, offeringunprecedented capabilities to solve complex problems across various domains. Examples includemachine learning 1 , security 2 , drug discovery 3 , and optimization 4 . The integration of quantumcomputing and cybersecurity presents a paradigm shift that demands a comprehensive reevaluationof our approach to education and workforce preparation. In response, ensuring a secure cyberspacehas been recognized as one of the National Academy of Engineering’s (NAE) Grand

Conference Session

ENT-2: Bridging Faculty and Student Perspectives in Entrepreneurial Education

Collection

2025 ASEE Annual Conference & Exposition

Authors

Tyler James Stump, The Ohio State University; H. Schwab, The Ohio State University; Sydney Cooper, The Ohio State University; Krista M Kecskemety, The Ohio State University

Tagged Divisions

Entrepreneurship & Engineering Innovation Division (ENT)

investigation into the validation of theseinstruments supports a larger endeavor to advance assessment tools for entrepreneurialengineering education. Equipping engineering educators with adequate and nuanced assessmentstools could enhance the ways in which best EML practices in the classroom are evaluated withhopes of ultimately improving EML skillsets for engineering students entering professionalpractice.1. IntroductionEngineers are positioned to be impactful contributors to solving modern global problems such asclimate change, food shortages, and sustainable energy [1]. These complex modern challengesoften are ill-structured and require engineers to apply technical skills such as computationalmodeling to solve these problems [2]. Oftentimes, these

Conference Session

Faculty Development Works in Progress Session 2

Collection

2025 ASEE Annual Conference & Exposition

Authors

Bridget M Wadzuk, Villanova University; Victoria Minerva, Villanova University

Tagged Divisions

Faculty Development Division (FDD)

) Framework as aguide to integrate sustainability into engineering courses and curriculums. This work in progressdescribes an on-going study developing and delivering faculty development workshops to createadvocates for the Engineering for One Planet (EOP) Framework within their institution.Villanova University College of Engineering (CoE), in partnership with TLF, developed aproject with two nesting goals to provide: 1) knowledge and facilitate development of learningtools for faculty in their individual classes, and 2) a framework for institutionalization ofsustainability principles in engineering schools. While individual courses build students’sustainability knowledge and design application, fully adopting EOP in a curriculum will helpstudents to

Conference Session

First-Year Programs Division (FPD) GIFTS Session 2: Foundational Skills in the First-Year Engineering Classroom

Collection

2025 ASEE Annual Conference & Exposition

Authors

Robin A. M. Hensel, West Virginia University

Tagged Divisions

First-Year Programs Division (FPD)

focuses onhow engineering and technology have influenced societal development throughout history. Thisreview activity can also be used to engage students in team problem-solving.1.0 IntroductionFaculty are always trying to find new ways to engage students in learning and to make learningmore fun. In my Engineering in History course, I look for ways to (1) help students see theconnections between technological innovation and societal advancement and (2) make learningthe important “facts” more engaging. While playing Team Trivia at a restaurant with friends, Ithought of adapting that game to review for tests in my course.The objective of this activity is to promote content review before an exam. Students reviewcontent during class and develop an

Conference Session

Mechanics Division (MECHS) Technical Session 4

Collection

2025 ASEE Annual Conference & Exposition

Authors

Christopher Papadopoulos, University of Puerto Rico, Mayaguez Campus; William A Kitch P.E., Angelo State University; Anna K. T. Howard, North Carolina State University at Raleigh; Dominic J Dal Bello, Allan Hancock College; Jean Carlos Batista Abreu, Elizabethtown College; Julian Ly Davis, University of Southern Indiana; Eric Davishahl, Whatcom Community College; Brian P. Self, California Polytechnic State University, San Luis Obispo; Milo Koretsky, Tufts University

Tagged Divisions

Mechanics Division (MECHS)

Evolution of a Concept Question​ and the Effect on Student ResponsesAbstract. A total of 1,685 responses from three different versions of a ConcepTest in the Concept Warehouse areevaluated (557, 881, and 247 responses for Versions 1, 2, and 3, respectively). In all responses, students were askedto choose the correct answer and provide a written explanation of their answer choice. The underlying issue of thequestion is for the student to discover a lack of moment equilibrium in the provided Free Body Diagram. Theprimary result of the work suggests that a question phrasing with the explicit question “can the body be in staticequilibrium,” rather than asking if the Free Body Diagram is “possible” or “suitable,” is more

Conference Session

ERM Technical Session: Developing Engineering Competencies III

Collection

2025 ASEE Annual Conference & Exposition

Authors

Kelley E Dugan, Rose-Hulman Institute of Technology; Heather Chenette, Rose-Hulman Institute of Technology

Tagged Divisions

Educational Research and Methods Division (ERM)

: Evaluating the Student ExperienceIntroductionThis full paper presents findings from an evidence-based practice study evaluating asustainability intervention in a polymer engineering course. In some ways, the importance ofsustainability has been recognized in engineering for decades. For example, in a 2004 report theNational Academy of Engineering called for engineering education that prepares engineers forconsidering sustainability “in all aspects of design and manufacturing” [1, p. 21]. In 2006, theNational Society of Professional Engineers added a professional obligation to its Code of Ethicsencouraging engineers to follow principles of sustainable development [2], [3]. In his 2014 book,Dr. Trevelyan stated that the

Conference Session

Aerospace Division (AERO) Technical Session 4 - Teaching Methodology

Collection

2025 ASEE Annual Conference & Exposition

Authors

Russell William Mailen, Auburn University; Jeffrey LaMondia, Auburn University; Sushil Adhikari P.E., Auburn University; Katharine H. Brown, Auburn University; Christopher Ryan Basgier, Auburn University; Jordan Harshman, Auburn University

Tagged Topics

Diversity

Tagged Divisions

Aerospace Division (AERO)

writing,and writing ability in the context of engineering graduate education that includes systematicwriting instruction and intervention structures. The four components of the Writing SySTEM are(1) workshops to teach writing skills and promote the recruitment of diverse participants intoother components, (2) discipline-specific graduate writing courses, (3) peer writing groups, and(4) writing resources hosted on a publicly available Open Educational Resource (OER). Data forthe quantitative analysis of the effects of program components on self-efficacy is still beingcollected for this work-in-progress. The anticipated outcome of this work is to equip graduatestudents with strategies and resources for writing effectively in STEM fields and to

Conference Session

First-Year Programs Division (FPD) Technical Session 6: Learning by Doing - Contextual and Community-Based Engineering

Collection

2025 ASEE Annual Conference & Exposition

Authors

Ben Campbell, Robert Morris University

Tagged Divisions

First-Year Programs Division (FPD)

week’s lesson, the author and students researched ideas for alternativeinstruction and drafted suggestions for more interactive learning in place of the traditionallectures. The practices of other schools were examined and discussed to see how they integrateprojects into their introductory engineering content [1-6], and the literature reinforced thebenefits of incorporating project work into the course. Textbook options were reviewed with theemphasis placed on smart books with guided reading and examination through quizzes to ensurestudents had done the pre-reading and came prepared for discussion, activities, or project work.Lecture content was reduced to make room for project workdays. Changes were made withconsideration to the assessment of

Conference Session

Mechanics Division (MECHS) Technical Session 3

Collection

2025 ASEE Annual Conference & Exposition

Authors

Xiaobin Le, Wentworth Institute of Technology; Masoud Olia P.E., Wentworth Institute of Technology; Gloria Guohua Ma, Wentworth Institute of Technology

Tagged Divisions

Mechanics Division (MECHS)

students struggled with self-directed learning, prompting us to adapt our strategy. Weallocated lecture time to demonstrate the software fundamentals, which proved effective.End-of-semester surveys indicated that students found the simulation projects beneficial,particularly in comparing simulation outcomes with theoretical predictions. This paper details theimplementation of these design projects and analyzes survey results, demonstrating their positiveimpact on student learning in our Engineering Dynamics course.1. INTRODUCTIONEngineering Dynamics is a required course in mechanical engineering programs and is known tobe one of the most difficult and challenging courses for undergraduate students [1,2,3]. Thisdifficulty arises not only from the

Conference Session

First-Year Programs Division (FPD) Technical Session 9: Hands-On Foundations - Building Confidence, Belonging, and Engagement in First-Year Engineering

Collection

2025 ASEE Annual Conference & Exposition

Authors

Jennifer Mullin, UC San Diego; Huihui Qi, University of California, San Diego; Nathan Delson, University of California, San Diego

Tagged Topics

Diversity

Tagged Divisions

First-Year Programs Division (FPD)

compete for prizes andrecognition such as for innovative design, fabrication achievements and best presentation. Thecompetition event is a high energy celebratory experience open to the public (Fig. 1).Figure 1. An MAE 3 Undergraduate Tutor (left) with students (right) and their robotat the course-wide final robot competition.Through a process of continuous improvement, the popular course has maintained a mixedreputation among students as “being a lot of work!” and as a valuable high impact learningexperience. Students often share with instructors that the course experience provided a solidfoundation in essential hands-on engineering skills and prepared them for advanced coursework,engineering clubs, capstone design and technical careers. The

Conference Session

Computers in Education Division (COED) Track 2.C

Collection

2025 ASEE Annual Conference & Exposition

Authors

Deana Delp, Arizona State University

Tagged Divisions

Computers in Education Division (COED)

these modes of AI as tools for problem-solving, highlight theircomplexities, and explore ethical considerations and biases stemming from data configuration.BackgroundAI has become a fundamental part of the educational curriculum [1]. Its growing importance inrecent years drove its integration into diverse fields such as healthcare, finance, and engineering[2]. Educational institutions are increasingly emphasizing AI to assist students with theknowledge and skills necessary for an advancing job market and to prepare them for a future oftechnological innovations.A key component of this preparation is advancing AI literacy, which refers to an understandingof the use and applications of AI without necessarily requiring deep technical knowledge [3

Conference Session

Engineering Libraries Division (ELD) Technical Session 4

Collection

2025 ASEE Annual Conference & Exposition

Authors

Anne E Rauh, Syracuse University; Amy S. Van Epps, Harvard University; John J Meier, Pennsylvania State University

Tagged Divisions

Engineering Libraries Division (ELD)

in the search process. At this point, authorsmanually rejected or excluded additional articles that did not meet the topic of the managementof evidence synthesis services in libraries. The resulting list of articles selected is included inAppendix 1.One author manually reviewed the abstracts of each article. If the article included information onsystematic review services, training, or skill development, the author then read or skimmed eacharticle. If the article did not mention those aspects, it was discarded. Another author loaded smallgroups of articles into an institutional subscription to ChatGPT-4o in a closed university researchenvironment to produce summaries of the works. The team members then met to discuss theirfindings and the

Conference Session

Multidisciplinary Engineering Division (MULTI) Technical Session 6

Collection

2025 ASEE Annual Conference & Exposition

Authors

Mohamed Gharib, Texas A&M University; Joshua A Jalomo, Texas A&M University; Gabriel Tijerina, Texas A&M University

Tagged Divisions

Multidisciplinary Engineering Division (MULTI)

intomechatronics engineering courses will increase student engagement and facilitate a deeperunderstanding of coding using Python. The developed testbench and controller are low-cost,portable, and straightforward to replicate. This paper presents the testbench design, bill ofmaterials, and case studies of experiments and measurements.1. IntroductionMechatronics engineering integrates mechanical, electrical, and computer engineering to designand develop sophisticated electromechanical systems. This multidisciplinary approach empowersengineers to create efficient, intelligent machines, robots, and automation systems that aretransforming industries such as manufacturing, automotive, healthcare, and aerospace. Astechnology advances rapidly, mechatronics

Conference Session

MATH - Pedogogical Reflections in Mathematics Education

Collection

2025 ASEE Annual Conference & Exposition

Authors

Iouliana Ossipova, University of Louisville; Gholam Abbas Sattar-Shamsabadi II, University of Louisville; Thomas Tretter, University of Louisville; Patricia A Ralston, University of Louisville

Tagged Topics

Diversity

Tagged Divisions

Mathematics Division (MATH)

engineering students to leave their degree program aretheir first mathematics courses [1], upon which all subsequent engineering concepts rely. Beyondmastering foundational calculus concepts and their practical applications, engineering studentsare honing their skills in mathematically framing, executing, and articulating solutions withindiverse problem-solving contexts [2]. While success in these endeavors is often connected tocognitive predictors such as the student’s GPA and past academic success, test scores, andintelligence [3], they only account for about 15% of the variance in academic success [4]. Incontrast, non-cognitive predictors, generally defined as those skills, attitudes, beliefs andstrategies that affect academic performance but are

Conference Session

Engineering Physics and Physics Division (EP2D) Technical Session 2

Collection

2025 ASEE Annual Conference & Exposition

Authors

Rodrigo Cutri, Maua Institute of Techonology; Octavio Mattasoglio Neto, Instituto Mauá de Tecnologia; Nair Stem, IMT

Tagged Topics

Diversity

Tagged Divisions

Engineering Physics and Physics Division (EP2D)

theeffectiveness of immersive (panoramic) videos with hotspots as pre-class materials withinthe flipped classroom approach. This paper presents the implementation of thistechnology in a classic physics experiment on oblique launches, conducted withapproximately 400 first-year engineering students at XXXXXX. These students weredivided into laboratory classes, working in teams of 3 to 4.The paper tests the hypothesis that an immersive video—explaining in detail theexperimental apparatus, the concepts involved, and the experimental procedure throughhotspots—before the class, would promote greater autonomy in modeling and executingthe experiment. The proposal aimed at analyzing: 1. The increase in student engagement with the flipped classroom methodology

Conference Session

Computing and Information Technology Division (CIT) Poster Session

Collection

2025 ASEE Annual Conference & Exposition

Authors

Mengyuan Liu, Northeastern University; Jeongkyu Lee, Northeastern University

Tagged Divisions

Computing and Information Technology Division (CIT)

presents a robust and explainable alternative for muscle segmentation in clinical andresearch applications.IntroductionMagnetic resonance imaging (MRI) is an essential tool in medical diagnostics due to itsnon-invasive and whole-body imaging capabilities. However, the development of techniques toefficiently, and accurately segment individual muscles remains limited. Current methods aremainly based on 2D [1] and 3D [2] convolutional neural networks (CNNs) [3], which requireextensive annotated datasets and significant computational resources. Furthermore, theseapproaches often struggle with generalizability and underperform in segmenting smaller muscles,with Dice similarity coefficients (DSCs) [4] ranging from 0.60 to 0.80 [2]. Achieving

Conference Session

Equity, Culture & Social Justice in Education Division (EQUITY) Poster Session

Collection

2025 ASEE Annual Conference & Exposition

Authors

Lekshmi Sasidharan, University of Arkansas; Rajani Muraleedharan, Saginaw Valley State University; Tina Thomas

Tagged Topics

Diversity

Tagged Divisions

Culture & Social Justice in Education Division (EQUITY), Equity

studies [1, 2] have examined the impact of academic accommodations on theacademic success of STEM students, revealing a rapid increase in the number of students withdisabilities attending post-secondary institutions in recent years. Educational equity is key tomeeting students’ needs while having access to all the resources, so one may effectively reachtheir full potential. One study [4] investigated the experiences of STEM students withdisabilities at a large research university in the United States. This study found that studentswho received academic accommodations, such as extended time on exams and access toassistive technology, were more likely to persist in their studies and achieve academic successthan those who did not receive

Conference Session

Chemical Engineering Division (ChED) Poster Session

Collection

2025 ASEE Annual Conference & Exposition

Authors

Jennifer Fiegel, The University of Iowa; Charles Stanier, The University of Iowa

Tagged Divisions

Chemical Engineering Division (ChED)

collected over the previous three years from several disparatesources to identify opportunities for program improvement. By examining the data through anaccess and opportunity lens, the committee sought to uncover persistent issues that had beenoverlooked because they never ranked as immediate priorities. Input from undergraduate andgraduate TAs, undergraduate and graduate student ambassadors, and surveys from multipleundergraduate cohorts revealed a need for resources to help faculty support TAs in their coursesand for TA training. At this time, neither the college nor the department offered such training.In Fall 2022, we prioritized two key goals that could be readily addressed: 1) reducing TAfrustration stemming from insufficient training, lack