Asee peer logo
Displaying results 781 - 810 of 1567 in total
Conference Session
Multidisciplinary Engineering Division (MULTI) Technical Session 6
Collection
2025 ASEE Annual Conference & Exposition
Authors
Md B. Sarder, Bowling Green State University; Mohammed Abouheaf, Bowling Green State University; MD ZAHABUL ISLAM, Bowling Green State University; Mohammad Mayyas, Bowling Green State University
Tagged Divisions
Multidisciplinary Engineering Division (MULTI)
Management (APICS), the Transformation Team on the American Society of Engineering Education (ASEE), the Research Committee of Intermodal Freight Transport committee, Freight Transportation Planning and Logistics committee of Transportation Research Board (TRB) among others. Dr. Sarder chaired the Industrial & Systems Engineering Annual Conference in 2016 and 2017, and the Engineering Lean Six Sigma Conference (ELSS) in 2013.Mohammed Abouheaf, Bowling Green State University Dr. Abouheaf earned his B.Sc. and M.Sc. degrees in Electronics Engineering from Mansoura University and completed his Ph.D. in Electrical Engineering at the University of Texas at Arlington in 2013. Currently, he holds the position of Associate
Conference Session
Engineering Ethics Division (ETHICS) Technical Session - Expanding horizons
Collection
2025 ASEE Annual Conference & Exposition
Authors
Brent K Jesiek, Purdue University at West Lafayette (COE); Justin L Hess, Purdue University – West Lafayette (College of Engineering); Nael Barakat, The University of Texas at Tyler; Sara E Wilson, The University of Kansas
Tagged Topics
Diversity
Tagged Divisions
Engineering Ethics Division (ETHICS)
” [11].The latter initiative, in particular, included a large-scale study on views of ethics in engineeringamong engineers and technicians, private firms, and representatives of professional engineeringinstitutions (or PEIs). In the future, we plan to expand our data collection efforts and moresystematically compare our results with these prior works.In this paper we report on two major facets of our own HEEE meeting. First, we summarizeresults from a pre-meeting survey that was developed by our team and deployed to all invitees.The survey included both scaled and open-ended questions designed to gauge participants’perceptions of ethics codes, ethics education and ethical development, case studies, the ethics ofAI/ML technologies, and related
Conference Session
ENT-5: Pathways for Developing Entrepreneurial Skills Across Educational Levels
Collection
2025 ASEE Annual Conference & Exposition
Authors
Jasmine N Patel, Georgia Institute of Technology; Alaina Lee Rutledge; Jayme M. Cellitioci; Ashley Giordano; Roxanne A. Moore Ph.D., Georgia Institute of Technology
Tagged Topics
Diversity
Tagged Divisions
Entrepreneurship & Engineering Innovation Division (ENT)
. They explored concepts from the natural worldand learned about intellectual property to protect their creations from idea theft.Pop-Up Venture™: Campers became innovative entrepreneurs by designing their own mini pop-up businesses. They developed business plans, managed startup funds, created marketingstrategies, and launched their businesses during a culminating pop-up event, gaining valuableentrepreneurial experience.By delivering authentic invention education, National Inventors Hall of Fame programs aim tobuild the I Can Invent® Mindset - essential skills and traits that will empower children to invent.With these activities in mind, an evaluation of Camp Invention was developed to explore studentoutcomes related to their engagement with
Conference Session
Design in Engineering Education Division (DEED) - Embedding Industry in Design Education
Collection
2025 ASEE Annual Conference & Exposition
Authors
Alexa Ray Ronsairo Fernando, National University, Philippines
Tagged Divisions
Design in Engineering Education Division (DEED)
situation accurately, often necessitating an understanding of the various interrelated factors. This stage demands a keen awareness of both the technical and non-technical aspects of the problem. B. Formulating Solutions to CEP: Once a problem is identified, the next stage is to devise a strategy or model for solving it. This involves generating hypotheses, selecting appropriate methodologies, and planning the execution of solutions. Funke [8] highlights the importance of dynamic reasoning in this stage, where multiple variables and constraints must be considered to develop viable solutions. The formulation stage bridges theoretical knowledge and practical application. C. Solving CEP: The final stage
Conference Session
Design in Engineering Education Division (DEED) - Evolving Pedagogies in Capstone Design Education
Collection
2025 ASEE Annual Conference & Exposition
Authors
François Michaud, Universite de Sherbrooke; Audrey Boucher-Genesse, Universite de Sherbrooke; Jean-Sébastien Plante, Université de Sherbrooke
Tagged Divisions
Design in Engineering Education Division (DEED)
opportunity torevisit the MCDP courses. Initially, the plan for the RE program was to adopt the MCDP coursesfrom the ME program, which span over three semesters to give more time for fabrication andassembly of mechanical structures. However, the two targeted professional scenarios of the REprogram were directly aligned with the M-MCDP courses, i.e.: i. Design a robotic system involving the integration of mechanical, electrical and computer components, for a given application context. ii. Manage multidisciplinary teams for robotic projects.Additionally, it was decided that the RE program would be managed at the faculty level,bridging the EECE and ME departments, which facilitated the allocation of resources forestablishing the new
Conference Session
Construction Engineering Division: AI & Automation
Collection
2025 ASEE Annual Conference & Exposition
Authors
Anh D. Chau P.E., Florida Gulf Coast University; Cade M. Cratsley, Florida Gulf Coast University; Long Duy Nguyen P.E., Florida Gulf Coast University
Tagged Divisions
Construction Engineering Division (CONST)
skills in applying AI chatbot tools, and evaluate theaccuracy, relevance, and impact of AI outputs in enhancing construction project efficiency. Thestudy involved both undergraduate and graduate students enrolled in different courses.Undergraduate participants were part of the "Project Planning & Regulations" course, dividedinto two sessions, with most majoring in Civil Engineering (CE) (84%) and the rest inEnvironmental Engineering (EE) (16%). Graduate students were enrolled in the "ComprehensiveEstimating" course, part of a Master of Science in Engineering program focusing onConstruction Management (CM). This graduate course is delivered asynchronously, requiringstudents to watch recorded videos each week and complete weekly assignments
Conference Session
DSAI Technical Session 7: Natural Language Processing and LLM Applications
Collection
2025 ASEE Annual Conference & Exposition
Authors
Alexis Frias, University of California Merced; Shrivaikunth Krishnakumar, San Jose State University; Ayush Pandey, University of California Merced
Tagged Divisions
Data Science and Artificial Intelligence (DSAI) Constituent Committee
student self-efficacy and creativity in CS education by fostering independentproject development. We plan to study this hypothesis in future research. Additionally, we discussthe operational costs of our autograding system, its compatibility with existing frameworks, andthe current limitations of our approach. By enabling more creative and personalized assignments,FlexiGrader has the potential to transform assessment practices in introductory computer sciencecourses.1 IntroductionIt is well established in computer science (CS) education literature [1], that learning-by-doingand rigorous practice are effective for students to gain programming expertise. Consequently, theformative and summative assessments in CS courses often take the form of
Conference Session
ENT-4: Experiential Approaches to Developing Entrepreneurial Mindsets in Engineering
Collection
2025 ASEE Annual Conference & Exposition
Authors
Stephanie G Wettstein, Montana State University - Bozeman
Tagged Divisions
Entrepreneurship & Engineering Innovation Division (ENT)
graduates and 2) to determine which factors of EMchanged pre- and post-intervention for the students. These factors were identified previously byLi et al.[5] and are listed in Table 1. Table 1. List of factors[5] that the EM survey[6] questions load on to. • Intrinsic curiosity • Value creation • Risk management • Ability to learn • Problem solving/logical thinking • Ability to anticipate technical development • Systems thinking • Team building • Engaging stakeholders • Ability to assess financial value • Data driven decision making • Exposure to entrepreneurship • Career plan
Conference Session
Engineering Design Graphics Division (EDGD) Technical Session 1
Collection
2025 ASEE Annual Conference & Exposition
Authors
BURCU OZDEN, Pennsylvania State University; Sabahattin Gokhan Ozden, Penn State Abington
Tagged Divisions
Engineering Design Graphics Division (EDGD)
finaldesign project to build spatial skills. These assignments were scaffolded to ensure that skillsintroduced early were reinforced and expanded upon. 4.4.1 Hands-on Activities Relevant to Spatial Vis ProgramThe hands-on activities developed by eGrove Education were integral to the course andcomplemented the Spatial Vis™ program. While some activities followed the original design, theinstructor slightly modified others to align with course goals. These activities offered studentspractical, interactive opportunities to apply spatial reasoning skills, enhancing theirunderstanding through tactile and visual engagement. a) b) Figure 2: (a) Example of top-view plans from the Lesson 2 module in the Spatial
Conference Session
Innovative Approaches to Biomedical Engineering Education
Collection
2025 ASEE Annual Conference & Exposition
Authors
Katherine Zobus, University of Illinois at Urbana - Champaign; Caroline Cvetkovic, University of Illinois Urbana-Champaign
Tagged Topics
Diversity
Tagged Divisions
Biomedical Engineering Division (BED)
to offer a variety of learningopportunities for students [10], [19]. This need to be flexible and adaptable around variousaspects of educational programming in the K-12 space can be evidenced in many ways. Forinstance, a planned workshop could not come to fruition due to scheduling conflicts in theclassroom. Leaf Chromatography was initially planned at the midpoint of the series, whenstudents were learning about plant cells and chlorophyll in their science class. Though theprepared slidedeck and protocol were not tested in the classroom, this workshop’s documents areshared alongside the other Mobile Bioengineering Lab deliverables on the website.Overall, the post-workshop survey results exhibited generally positive attitudes toward
Conference Session
International Division (INTL): Inclusive Global Engagement
Collection
2025 ASEE Annual Conference & Exposition
Authors
Ana Maria Porras, University of Florida; Daniel Suarez, Pontificia Universidad Javeriana
Tagged Topics
Diversity
Tagged Divisions
International Division (INTL)
of the world they would want to show their exchange partners. (B) Example interaction between students in the Padlet.Weeks 1-2 The exchange kicked off formally with an introductory session and team formation.Students from both universities met synchronously via MS TEAMS, where we introduced theprogram's objectives and explained the planned activities. Teams composed of students from bothinstitutions were formed to ensure cross-cultural collaboration. Students were divided into fourteams, each consisting of 4-6 UF graduate students and 3 PUJ undergraduates. Additionally, eachteam included a PUJ graduate student, who was ready to motivate the undergraduate students fromthe same institution when necessary; this motivation usually
Conference Session
ECE-Outreach and Engagement Strategies for Inspiring Future Engineers
Collection
2025 ASEE Annual Conference & Exposition
Authors
Hector A. Pulgar, The University of Tennessee, Knoxville; Francisco Zelaya-Arrazabal, University of Tennessee, Knoxville; Erick S. Vasquez-Guardado, University of Dayton; Sebastian N Martinez Lizana, IEEE Educational Activities
Tagged Topics
Diversity
Tagged Divisions
Electrical and Computer Engineering Division (ECE)
access UTK's educationalinfrastructure. Its goal is to increase HA participation in TCE’s precollege programs, as outlinedin Figure 1, which uses 2019 enrollment data. While CAMINO also targets HA undergraduatestudents, this article focuses on its efforts to inspire and impact HA precollege students. Figure 1. CAMINO⎯Educational plan of the NSF CAREER Award #2044629.2. CAMINO: The programIn Spanish, CAMINO translates to “pathway.” Through career advancement, mentorship,inspiration, and opportunities, CAMINO strives to be a pathway of hope—one that inspires andencourages HA students to believe in themselves and embrace the idea that they are capable ofachieving their dreams. The program has primarily been a collaboration between
Conference Session
Multidisciplinary Engineering Division (MULTI) Technical Session 6
Collection
2025 ASEE Annual Conference & Exposition
Authors
Chen Feng, Shibaura Institute of Technology; John Raiti, University of Washington; Kyle Toshiro Brown, University of Washington
Tagged Divisions
Multidisciplinary Engineering Division (MULTI)
determined by cultural and environmental factors,differences in communication styles as influenced by environment and personal experience ofstudents should also be evaluated, as there is frequently observed to be communication tendenciesadopted by engineering centric students as compared to those in other disciplines andfields. 14Evaluation Method: Students were asked to describe their team activities, and frequentlyidentified aspects were evaluated as recurring themes.Results: The most common aspect of communication and goal setting identified by the Universityof Washington students was that in most groups the Japanese students typically offered inputmuch later in the development process, instead of during the planning phases as most UWstudents
Conference Session
ELOS Technical Session 1: Integrating AI, VR, and MR in Engineering Lab Experiences
Collection
2025 ASEE Annual Conference & Exposition
Authors
Justin Foreman, Prairie View A&M University; Penrose Cofie, Prairie View A&M University; Keisha C. A. Antoine, Prairie View A&M University (DUPE); Michael Preuss, Exquiri Consulting, LLC; Kazeem B Olanrewaju, Prairie View A&M University; Joseph Dowell; Jorge Federico Gabitto, Prairie View A&M University
Tagged Divisions
Experimentation and Laboratory-Oriented Studies Division (DELOS)
her own firm, Antoine Technical Consulting LLC, where she she continues to offer process design, scale-up and water management solutions to manufacturers principally in the chemical process industries. Keisha is the holder of two patents and is a registered professional engineer in the state of Texas.Dr. Michael Preuss, Exquiri Consulting, LLC Michael Preuss, EdD, is the Co-founder and Lead Consultant for Exquiri Consulting, LLC. His primary focus is providing assistance to grant project teams in planning and development, through research and external evaluation, and as publication support. Most of his work is completed for Minority-Serving Institutions and he publishes regarding findings on a regular basis.Dr
Conference Session
Advancing Robotics Education: Frameworks, Platforms, and Teacher Preparation for K-12 Engagement
Collection
2025 ASEE Annual Conference & Exposition
Authors
Joshua Montgomery, THE Ohio State University & Southern State Community College; Amy Perkins-McClellan, Southern State Community College; Ayanna Howard, The Ohio State University
Tagged Divisions
Pre-College Engineering Education Division (PCEE)
outreach, and program planning. Over the years, she has worked hard to be recognized as a leader in excellence and impact in a rural setting. Mrs. Perkins-McClellan serves as the Co-Director of the Ohio Code Scholar program, an initiative by the Ohio Department of Higher Education that is aimed at developing electronic and coding skills for K-12 students in southern Ohio. When not immersed in her professional pursuits, Amy enjoys watching her daughter play competitive softball, golfing, and cruising, reflecting on her well-rounded and compassionate approach to life.Dr. Ayanna Howard, The Ohio State University Dr. Ayanna Howard is the Dean of Engineering at The Ohio State University and Monte Ahuja Endowed Dean’s
Conference Session
ERM Technical Session: Student Mental Health & Wellbeing I
Collection
2025 ASEE Annual Conference & Exposition
Authors
Matthew Whitwer, University of Kentucky; Sarah A Wilson, University of Kentucky; Joseph H Hammer, University of Kentucky; Jerrod A Henderson, University of Houston - William A. Brookshire Department of Chemical & Biomolecular Engineering; Sherri S Frizell, Prairie View A&M University
Tagged Topics
Diversity
Tagged Divisions
Educational Research and Methods Division (ERM)
from a mentalhealth professional the next three months would…” and asked to indicate how much they agreedwith each statement using a 6-point Likert-scale response.Planned MissingnessTo reduce the active length of the instrument, participants were provided with a version of theinstrument subject to a planned missingness strategy wherein each respondent randomly sawonly 66% of the items in each direct measure category, and approximately half of the beliefitems. The belief items were split into two groups that were equally distributed in a randomassignment to each respondent. Group one saw the outcome and experiential belief items, whilegroup two saw the items associated with beliefs about others’ expectations and behaviors andbeliefs about
Conference Session
Industry and Technical Engineering Education
Collection
2025 ASEE Annual Conference & Exposition
Authors
Liliana Elizabeth Tarud, Auburn University; Joan Tisdale, University of Colorado Boulder
Tagged Divisions
Student Division (STDT)
of EV’s, there are a host of necessary support. The AmericanSociety of Civil Engineering has identified the following as support needed for the planning,design, investment and integration of EV’s: establishing reliable funding sources to incorporateEV facilities into existing and future roadways; making recharging speeds comparable to petrolrefueling facilities; equitable access to EV charging stations; and the planning, design,construction, integration, maintenance and operation of the transportation and energy networksthat support EV’s [10]. This paper will focus on the challenge of the increased vehicle weight ofEV’s on infrastructure.Electric vehicles weigh more than their combustion counterparts. EV’s typically weigh about30% more than
Conference Session
ERM Technical Session: Developing Engineering Competencies III
Collection
2025 ASEE Annual Conference & Exposition
Authors
Katherine Drinkwater, Virginia Polytechnic Institute and State University; Olivia Ryan, Virginia Polytechnic Institute and State University; Susan Sajadi, Virginia Polytechnic Institute and State University; Mark Vincent Huerta, Virginia Polytechnic Institute and State University
Tagged Divisions
Educational Research and Methods Division (ERM)
example, to capture how students utilize feedback information, the code‘Use Feedback Information to Inform Teamwork Behaviors’ was broken into three subcodes thatcapture (1) what students planned to change about their behaviors, (2) actual changes made, and(3) the resulting impact on the team. We believe that the codebook effectively captures theelements of feedback literacy, as applied to our PFR feedback process.Implications and Future WorkThe extension of feedback literacy theory provides several implications for our larger study andthe field of engineering education. The codebook derived from feedback literacy theory has beenused to code the reflection data. We found that this codebook is a useful way to understandstudent perceptions of the
Conference Session
WiP: Gen AI, Mixed Reality, and Simulations
Collection
2025 ASEE Annual Conference & Exposition
Authors
Keisha C.A. Antoine, Prairie View A&M University (DUPE); Kazeem B Olanrewaju, Prairie View A&M University; Justin Foreman, Prairie View A&M University; Penrose Cofie, Prairie View A&M University; Michael Preuss, Exquiri Consulting, LLC; Jorge Federico Gabitto, Prairie View A&M University
Tagged Divisions
Chemical Engineering Division (ChED)
Technology Systems.Dr. Michael Preuss, Exquiri Consulting, LLC Michael Preuss, EdD, is the Co-founder and Lead Consultant for Exquiri Consulting, LLC. His primary focus is providing assistance to grant project teams in planning and development, through research and external evaluation, and as publication support. Most of his work is completed for Minority-Serving Institutions and he publishes regarding findings on a regular basis.Jorge Federico Gabitto, Prairie View A&M University ©American Society for Engineering Education, 2025 Creating Mixed Reality Lab Modules for a Chemical Engineering Fluid Mechanics Lab – Work in Progress
Conference Session
Construction Engineering Division: Innovative Pedagogy annd Student Engagement
Collection
2025 ASEE Annual Conference & Exposition
Authors
Anh D. Chau P.E., Florida Gulf Coast University; Steve Makredes, Florida Gulf Coast University; Daniel Linares, Florida Gulf Coast University; Long Duy Nguyen P.E., Florida Gulf Coast University; William Patrick Burke, Florida Gulf Coast University
Tagged Divisions
Construction Engineering Division (CONST)
at Florida Gulf Coast University. He holds a Ph.D. in Environmental Design and Planning with an emphasis in Smart Construction and the Smart Built Environment, a M.Eng. in Computer Science with an emphasis in HCI, and a M.S. in Civil Engineering with emphasis in Construction Engineering and Management, from Virginia Tech. His research work focuses on investigating ways to improve workers’ productivity and developing systems to implement those improvements in challenging environments such as industrial and construction applications. His research currently focuses on technologies such as voice agents and Augmented Reality systems to provide multi-modal solutions to address activity support and knowledge delivery
Conference Session
Computers in Education Division (COED) Track 4.C
Collection
2025 ASEE Annual Conference & Exposition
Authors
Safia Malallah, Kansas State University; Ejiro U Osiobe; Lior Shamir, Kansas State University; David S. Allen, Kansas State University
Tagged Topics
Diversity
Tagged Divisions
Computers in Education Division (COED)
education [11].Dataying – Data Science literacy for Early ChildhoodMalallah proposed a dataying framework to teach data science concepts to young children ages4–7 years old. The framework development included identifying K–12 data science elementsand then validating element suitability for young students. Six cycled steps were identified:identifying a problem, questioning, imagining and planning, collecting, analyzing, and storysharing [12]. This paper utilizes the dataying framework to develop data science missionswithin the VW environment. Figure 4. Dataying [13] Figure 5. Coding [14]Coding literacy for Early ChildhoodCoding for young children introduces programming concepts tailored to their
Conference Session
GSD 4: Stressors and Supports
Collection
2025 ASEE Annual Conference & Exposition
Authors
Sarah Jane Bork, University of Georgia; Karin Jensen, University of Michigan
Tagged Topics
Diversity
Tagged Divisions
Graduate Studies Division (GSD)
, students norms research and teaching - positive experiences experiences, career plans, and/or mental health wellbeing, etc.). - differentiation of student interactions with peers The University of Life satisfaction, University of - items specific to California Graduate depression, mentoring and California engineering culture and Student Well-Being Survey advising, financial graduate norms [28] confidence
Conference Session
Tech Session 6: Transformative Practices in Evolving Learning Environments
Collection
2025 ASEE Annual Conference & Exposition
Authors
Ari Sherris, Texas A&M University-Kingsville; Hua Li, Texas A&M University - Kingsville; Christine Reiser Robbins, Texas A&M University - Kingsville; Joel Reyes-Cabrera, Texas A&M University - Kingsville; jianhong Ren, Texas A&M University - Kingsville; David Ramirez, Texas A&M University; Kai Jin, Texas A&M University - Kingsville
Tagged Divisions
Environmental Engineering & Sustainability Division (ENVIRON)
coaching for and by language teachers (e.g., peer coaching, critical friending in educational contexts). Ari has planned and facilitated language and literacy workshops and lectures, as well as curriculum development, in Ghana, Israel, Italy, Saudi Arabia, South Africa, Sweden, Thailand, and the USA. As a private person, Ari travels to the Israeli occupied West Bank of the Jordan river where he is a protective presence for Palestinians and Bedouins. Are also documents Israeli settlers who engage in violence, agricultural theft, intimidation, and threats against Palestinians and Bedouins. Ari’s videos, notes, and presence support a coalition of non-government organizations working in solidarity with Palestinian
Conference Session
Engineering Ethics Division (ETHICS) Technical Session - GenAI in ethics education
Collection
2025 ASEE Annual Conference & Exposition
Authors
Sourojit Ghosh, University of Washington; Sarah Marie Coppola, University of Washington
Tagged Divisions
Engineering Ethics Division (ETHICS)
to 1500words in length. This assignment invited them to synthesize their readings and conversations across course topicsand accommodated various formats. Students could write traditional 5-paragraph essays on topics of their choice[17], prototype an artefact that uses GAI and write a report on the design and user testing, or take a creative writingapproach to imagine their futures in a GAI-powered world. They were required to submit a short Proposal midwaythrough the quarter detailing their plans and received instructor feedback before they went on to craft their papers.Group Project This set of assignments provided students with the opportunity to experiment with GAI tools within variousstages of the UCD process in a sandboxed
Conference Session
Computers in Education Division (COED) Poster Session (Track 1.A)
Collection
2025 ASEE Annual Conference & Exposition
Authors
Nicholas Cameron Amely, California State University, Fresno; Wei Wu, California State University, Fresno; Jesus Leyva, California State University, Fresno
Tagged Divisions
Computers in Education Division (COED)
, Construction, and Planning from the University of Florida in 2010. Dr. Wu’s teaching interests include Construction and Engineering Graphics, Design Visualization, Design-Build Project Delivery, Building Information Modeling (BIM), Advanced Planning and Pre-construction, and Construction Management Senior Capstone. He received the 2018 Teaching Excellence Award of the Associated Schools of Construction (Region 7) and the 2019 Provost Award in Innovation from Fresno State. Dr. Wu’s research focuses on BIM, educational technology, extended reality (XR), and construction and engineering education. He has published more than 70 articles and conference proceedings in these areas. Dr. Wu’s research has been funded by regional and
Conference Session
Poster Session-Electrical and Computer Engineering Division (ECE)
Collection
2025 ASEE Annual Conference & Exposition
Authors
Mayur Sanap, North Carolina State University at Raleigh; Arman Badalamenti, North Carolina State University at Raleigh; Devadharshini Ayyappan, North Carolina State University at Raleigh; Sanjana Banerjee, North Carolina State University at Raleigh; Diana Milena Urieta, North Carolina State University at Raleigh; Caren Cooper, North Carolina State University at Raleigh; Michael Daniele, North Carolina State University at Raleigh; James Reynolds, North Carolina State University at Raleigh; Jay F Levine, North Carolina State University at Raleigh; Alper Bozkurt, North Carolina State University; Edgar Lobaton, North Carolina State University
Tagged Topics
Diversity
Tagged Divisions
Electrical and Computer Engineering Division (ECE)
, particularly in applications requiring the model to handle varied datasets effectively. A similar trend was observed for SSIM. For LPIPS (where lower values indicate better performance) when both rings wereused for training, the LPIPS values were a bit more consistent across both test sets, demonstrating improved generalization.C. Long-Term Deployment Challenges and Sustainability The long-term goal is to develop a real-time underwater monitoring system for continuous mussel behavior analysis innatural aquatic environments. We are planning to use the proposed 3D imaging system as a source of images to train themodels for the underwater devices. However, several challenges must be addressed for effective deployment of the underwatersystem. One
Conference Session
Computers in Education Division (COED) Poster Session (Track 1.A)
Collection
2025 ASEE Annual Conference & Exposition
Authors
Tayo Obafemi-Ajayi, Missouri State University; Naomi L Dille, Missouri State University; Dhanush Bavisetti, Missouri State University; Sherrie Ilene Zook
Tagged Divisions
Computers in Education Division (COED)
empowermentinvolved being in the research project. This reoriented their perspective and ability to see possibilities of what theycould do in the classroom.Lesson plansTo create ML-aligned lesson plans, the teachers started by reviewing the required state standards, identified whichones aligned well with coding, and then worked backwards to design lesson plans that integrated both codingand the standards seamlessly. Note that, given the technology limitations for their course offerings in the publicschool setting, they were only able to utilize online coding program, Scratch. This limited the extent of MLconcepts that could be explored in the structured learning setting of the classroom, such as with Orange or Python.Scratch provided an interactive platform
Conference Session
DSAI Technical Session 6: Academic Success, Performance & Complexity
Collection
2025 ASEE Annual Conference & Exposition
Authors
Kristina A Manasil, The University of Arizona; Gregory L. Heileman, The University of Arizona; Melika Akbarsharifi, The University of Arizona; Roxana Akbarsharifi, The University of Arizona; Aryan Ajay Pathare, The University of Arizona
Tagged Divisions
Data Science and Artificial Intelligence (DSAI) Constituent Committee
explore strategies to increase graduation rates by 5% during thecurrent academic year. It focuses on identifying and supporting ’near completers’, students who,while slightly behind, need only a few additional credits to graduate at the end of the year. Us-ing progress analytics, the study identified near-completers as those who have completed 70% ormore of their degree requirements prior to the start of the current academic year. By analyzingfactors such as degree progress, credit utilization, and barriers to completion, the study examineshow targeted interventions can address common challenges faced by these students. Mid-yearevaluations conducted after the fall semester reassess student progress and inform refinements tospring enrollment plans
Conference Session
ECE-Cybersecurity and Quantum Technology Education
Collection
2025 ASEE Annual Conference & Exposition
Authors
Douglas W. Jacobson, Iowa State University of Science and Technology
Tagged Divisions
Electrical and Computer Engineering Division (ECE)
student participants, the Blue Team is tasked with designing, implementing, and maintaining a secure network based on the competition's scenario. They act as the organization's IT and security professionals, defending their systems from attacks while ensuring operational continuity for essential services. Their role requires technical skills, strategic planning, and adaptability to respond to emerging threats. We also allow a guest division, which, for the ICDC, comprises teams from the Kosovo security forces and the Iowa National Guard. The only difference for a guest team is that they are not competing for trophies. 2. Red Team (Attackers): The Red Team comprises cybersecurity professionals and
Conference Session
ME Division 10: Innovation in the Sophomore Year
Collection
2025 ASEE Annual Conference & Exposition
Authors
Donya Samadi Rahimi, California State Polytechnic University, Pomona; Markus Eger, UC Santa Cruz; Zahra Sotoudeh, California State Polytechnic University Pomona
Tagged Divisions
Mechanical Engineering Division (MECH)
75.3 Results of Faculty Survey and Course PlanWe collected faculty’s course plans indicating how they might incorporate InSiDE into theircourses. Faculty created specific learning objectives and devised ways to use the InSiDE in theirteaching. We did not systematically analyze faculty’s course plans, but we reviewed them. Mostfaculty designed a traditional lecture course, incorporating active learning techniques, while twofaculty designed a flipped classroom approach.The 13 faculty who attended our workshop came from four different CSU institutions. Ten teachin the Mechanical or Aerospace Engineering department at their institution, two are inElectromechanical Engineering Technology, and one is a Civil Engineering instructor.Faculty were asked