Paper ID #41135Exploring Effective Pedagogical Approaches for Teaching Linear Algebra toEngineering Students: A Literature ReviewDr. Meiqin Li, University of Virginia Dr. Li obtained her Ph.D. in Applied Mathematics from Texas A&M University-College Station in 2017. Dr. Li holds a strong interest in STEM education. For example, she is interest in integrating technologies into classrooms to bolster student success, creating an inclusive and diverse learning environment, and fostering student confidence by redeveloping course curricula and assessment methods, etc. Beyond this, her research intertwines numerical
, Brilliant Black Minds) could provide students with additionalawareness and practice to feel more comfortable with what to expect. It is our goal that thefindings and recommendations made in this paper encourage other faculty to recognize how theycould further aid in students’ preparation and integrate it into lessons. Beyond that, we hope thateducators and administrators consider possible ways to aid in computing students’ understandingof technical interviews and seek to enhance their graduate employability.1 IntroductionComputer and information technology occupations are expected to explode over the next decade,adding an estimated 377,500 jobs annually, according to the United States (U.S.) Bureau of LaborStatistics [1]. In particular, for
chemical kinetics as an example shown in Table 1. While the LHETM model can be adaptedto traditional lecture-based formats, its strength lies in its ability to weave together active learningand inductive teaching, thereby promoting students’ cognitive and metacognitive abilities. Themodel follows a structured sequence starting with L (Law), followed by H (Hypothesis), E(Experiment), and T (Theory), integrating M (Mathematics) at any stage where appropriate.Depending on the specific focus or requirements of a topic, instructors have the flexibility to adjustthe order of these elements to best suit the educational objectives.Table 1. Guideline of using LHETM model in teaching chemical kinetics. Way of instruction
optimizing building energy performance in Erbil city”, Nature Scientific Reports, 13: 8394.[3] Varas, M.J., Buergo. M.A., Fort, R (2005) “The Influence of Past Protective Treatments on the Deterioration of Historic Stone Facades – a Case Study”, Studies in Conservation, 52, 110-124.[4] Martins, A., Vasconcelos, G., Costa, A.C (2017) “Brick masonry veneer walls: An overview”, Journal of Building Engineering, 9, 29-41[5] Boafo, F.E., Kim, J., Ahn, J.G., Kim, S.M., Kim, J (2021) “Slim curtain wall spandrel integrated with vacuum insulation panel: A state-of-the-art review and future opportunities”, Journal of Building Engineering, vol. 42, 102445.[6] Oh, S.H. (2020) “Curtain wall façade on the new generation of supertall buildings
or in any one ofseveral elective courses the student would enroll in. Programs themselves were also responsiblefor designating a location within the curriculum whereby each item would be assessed as well.Program assessments tend to fall toward the end of a student’s academic career, and many cases,this assessment was handled in one of the capstone courses.Computer ScienceGraduates of the MSOE Computer Science program will have an ability to: 1. Analyze a complex computing problem and apply principles of computing and other relevant disciplines to identify solutions. 2. Design, implement, and evaluate a computing-based solution to meet a given set of computing requirements in the context of the program’s discipline. 3
written by students and those generated by AI. In light of the analysis conducted, thispaper aims to identify and explain the advantages and disadvantages of relying on AI tools andemphasize the need for careful consideration of ethical and pedagogical aspects to ensure aharmonious integration of AI into the educational landscape. Recommendations for best practiceswithin engineering curriculum, as well as samples of assignments are also presented in this work.Keywords: Artificial Intelligence, Enhanced Learning Outcomes, Technical Writing, GenerativePre-trained Transformer, Real-Time Dynamic Feedback.Introduction:The recent noticeable advancements in artificial intelligence (AI) have garnered the attention ofscientists across various fields. One
. In 2003 they established their Center for Sustainable Innovation as the University’scenter for sustainable research and education. Since its inception, various programs have focusedon integrating sustainability into the curriculum, furthering research into sustainable technologyand solutions, and setting up sustainability projects to serve marginalized communities within thesurrounding area. The center also provides students with resources and programs on campus thatpromote sustainable practices within the Pitt community. Students wishing to further theireducation in sustainability can earn an undergraduate certificate in sustainability. Open tostudents of all disciplines, they learn about sustainable design, life cycle assessment
ProcessingIntroduction and MotivationAn urgent need exists for standardizing NLP citation formats in academic publishing and studentwork. Additionally, there is a need to establish a standard of quantifying the amount of humanverses machine development of these published and student works. Here the focus is naturallanguage processing of text generation, image generation, video generation, and audiogeneration. In this context the user enters an initial text or phrase and the tool generates thedesired content. Examples of these NLP tools include DALL-E2 [2], GPT-4o [3]. There are alsotools that generate images, and video from initial images (SORA) [4]. These higher-level toolsare not included in this paper, but are the natural next step in citation
engineering education, design and manufacturing, automation and robotics, machine learning/deep learning, computational optimization, and mariner and offshore safety.ROBERTO G DIMALIWATPeter Weber, University of HoustonMs. Dua Chaker, University of Colorado Boulder Dua Chaker is a Senior Project Engineer at TeachEngineering- a free online collective of K-12 STEM resources – within the National Center of Women & Information Technology at the University of Colorado Boulder. Dua graduated summa cum laude from the University of Colorado Boulder in 2013 with a Bachelor of Science in Civil Engineering. With a career spanning over a decade, Dua has been an integral part of the TeachEngineering team since 2011. She leads the
Paper ID #40715Beyond Math Readiness: Understanding Why Some Women Pursue Engi-neeringOlivia Ryan, Virginia Tech Engineering Education Olivia Ryan is a Ph.D. student in Engineering Education and a Master’s student in Engineering Mechanics at Virginia Tech. She holds a B.S. in engineering with a specialization in electrical engineering from Roger Williams University. Her research interests include understanding curriculum barriers in engineering related to mathematics.Dr. Susan Sajadi, Virginia Tech Susan Sajadi is an assistant professor at Virginia Tech in the department of engineering education. She has a BSE and MS
% in 2018) [4] in a subject that is critical to the nation’s economic andsecurity health.There is now unprecedented support from business, nonprofit, and community leaders advocatingfor CS education. In July 2022, a letter encouraging governors and education leaders to make CSpart of the standard K-12 curriculum across the U.S. was released with more than 800 signatories(a full list can be found at www.CEOsforCS.com). An excerpt of the letter follows: The undersigned commit our support by collectively creating employment opportunities for CS students in every city in the USA, and in every sector, from manufacturing to banking, from agriculture to healthcare. Many of us offer internships to help these students find their
need to research and implement innovative interventions for retention andcareer readiness of underrepresented students in science, technology, engineering andmathematics (STEM) [1,2]. In 2017, a four-year curriculum was developed to elevate an existingsupport program for undergraduate women in STEM into an academic honors program. Thisrenewed Women In Science and Engineering (WISE) Honors program at Stony BrookUniversity (SBU), a public research institution, recruited its first new cohort in 2018. Thepurpose of this paper is to present formative findings of the research and evaluation plans thatexamined the effectiveness of one of the new courses, WSE 381: Service Learning in STEM.Theoretical FoundationHigh-impact practices, the educational
resigned to take a new position as Director of the Department of Research, Education, and Curriculum at the Digital Bridge Institute (DBI) and later the Vice President of Academic and Student Affairs. His research interests are wireless communications technologies, the Internet of Things (IoT), and Artificial Intelligence. Before joining SHU, he was an Electrical and Computer Engineering professor at the Uni- versity of Mount Union, Alliance, OH. While at the UA, he supervised twelve (12) Master’s degree Thesis and four (4) Ph.D. dissertations. Dr. Ugweje has published and presented over 100 articles in Journals and Conference proceedings worldwide and authored three book chapters. Dr. Ugweje is married with three
branches of mechanics. At CBU, MNSU and PNW, MSEand related courses have been designed not only on topics such as crystalline and non-crystalline materials, deformations, alloy types, ceramic types, composite types, etc., but alsoto use the information learned and apply it to materials used in real-world designs. Studentswho took this course were required to write term papers and deliver presentations over real-world design concepts and link the design concept to the course’s teachings. Artificial Organscompleted by Vavek et al (2018) [21] enriches their learning of materials science courses,provides the students with marketable skills, and integrates the use of the real-life engineeringproblems with curriculum. Our experience [9] finds that
curriculum, from invoking how to collect and analyze data through the eyes ofdata analytics all the way to the final goal of utilizing these robust scripts (akin but alternative totraditional machine learning) in deciphering various systems captured in an optical image. Thenon-destructive nature of this methodology in achieving this final goal is an added plus. 32. Materials and Methods2.1 Graphene Flake Sample Preparation & DepositionThe graphene samples employed in this study were produced through the mechanical exfoliationof graphite on a SiO2 substrate. A 300-nm thermal oxide Si/SiO2 wafer (NOVA ElectronicMaterials, LLC.) was cleaved into approximately 10 mm × 10 mm samples. These
for use;and promoting academic integrity to ensure ethical uses of ChatGPT in an academic context (ThiThuy, 2023).The following research was done by conducting interviews with graduate students and facultiesto understand ChatGPT's abilities by providing the output on the topic of how AI and GPT willimpact academia and libraries. This research explores how graduate students are using theChatGPT and can be used to improve various research capabilities. ChatGPT can be used toimprove research and scholarship in academia in several ways. The breakdown of ChatGPT’suses by graduate students for their research is listed as follows. Based on the student’s giventopic or keyword, ChatGPT can help the researchers in identifying relevant literature
information andimprove their reasoning, they are not inclined to change their minds from their initialintuitive judgment. This finding supports literature that suggests ‘reasoning’ can only goso far in the ethics curriculum if behavioral change is the goal. More interdisciplinaryeducational research is necessary to design an ethics curriculum that can appropriatelyprepare future AI professionals for the demands of industry.1. IntroductionThis evidence-based practice paper details a novel learning intervention for applied ethicseducation curriculum that leverages students’ intuitions as a precursor to the ethical decision-making process. In 2004, Bertolami voiced a concern that ethics is boring: “Most ethicalprinciples are simply too abstract, dry
students to work alongsideindustry professionals to tackle real-world space exploration challenges and offersolutions through an array of investigations, experiments and design projects withproject-based learning. The curriculum and project themes for each year build uponeach other for a comprehensive experience of the challenges and opportunities involvedwith space exploration. Concepts addressed by the effort include the development ofrockets, robotics, space construction and space architecture for habitation in Earth’sorbit and within lunar lava tube caves on the Moon. LCATS takes place during theschool year on alternating Saturday mornings for 2 sessions a month, with a total of 16sessions a school year.Each 4-hour long Saturday session
PID controllers, data are collected in a similar way as illustrated in Table 8for the small tank liquid level experiment. The steady state at time 5584 s (3.993 cm level high)is subjected to a set-point change from the 4 cm level to a level of 7 cm, tracked by a PIcontroller with a proportional gain (Kc) of 2 Amps/cm and an integral time (τI) of 50 s (and noderivative action) acting on the flowrate. A graphical representation is illustrated in Figure 15.Table 8. Data sample from a small tank liquid level experiment under PI control. The status ofthe controllers (P: proportional, I: integral, D: derivative) are indicated as 0 for the off positionand 1 for the on, Kc is the proportional gain, τI the integral time, and τD the derivative
Paper ID #44716For Students, By Students: A Python Programming Manual for StructuralEngineering CoursesDr. Anahid Behrouzi, California Polytechnic State University, San Luis Obispo Anahid Behrouzi is an associate professor of architectural engineering at California Polytechnic State University - San Luis Obispo. She has been involved with STEM education beginning in 2003 as a volunteer and summer instructor with the North Carolina Museum of Life and Science. She has been engaged with undergraduate/graduate course delivery in the topic areas of engineering problem-solving and structural engineering at North Carolina State
unlikely to producemuch benefit; however, if such experiences are spread throughout a student’s college education,it is anticipated that student behaviors and perceptions will change.The author’s home institution created laboratories across several courses based on the ideasabove which culminate in lab taken in the spring of junior year which integrates concepts fromseveral courses. Since this is the last laboratory in the curriculum, students are expected to showproficiency in experimentation and the ability to correctly apply material from past courses likestatics, circuit analysis, and thermodynamics. Minimal instructions are provided since all theequipment has been used by students for several years. An example assignment is shown in
asunderrepresented minority (URM) students. Not only do these students often underperformcompared to their majority counterparts, but they also often drop out, change majors, or otherwisefail to complete engineering or other STEM discipline programs of study.37 Assessment and Sustainable Development GoalsIt has been recognized that institutions of higher education play an important role in meeting thesustainable development goals. Because sustainability is best understood through the 3-pillar modelof economics, social, and environmental contributions, universities should take a broad and holisticapproach the integrating sustainability into the curriculum.38 Beyond this broad responsibility,higher education also impacts specific SDGs in
thenpresented their ongoing effort to provide I4.0-related activities to high school students.The authors discussed the successes and challenges in developing the activities. Theauthors provided a description of the future development of the project.Literature ReviewCurrent Pre-K students is an integral part of the society, who will be entering theworkforce in the next two decades must be ready for the challenges of I4.0. Theeducation needs to be transformed to facilitate student adaptation to I4.0 [1, 2]. Thecompetitive environment of the current world economy and specifically the economicaladvances of the Global South. require a mutual effort from the country’s educators,education researchers, and policymakers to bring I4.0 transformation to
: Graduates demonstrate the capability and desire to pursue progressive and continued intellectual development. 4. Ethical Reasoning: Graduates recognize ethical issues and apply ethical perspectives and concepts in decision making. 5. Science/Technology/Engineering/Mathematics (STEM): Graduates apply science, technology, engineering, and mathematics concepts and processes to solve complex problems. 6. Humanities and Social Sciences: Graduates apply concepts from the humanities and social sciences to understand and analyze the human condition. 7. Disciplinary Depth: Graduates integrate and apply knowledge and methodological approaches gained through in-depth study of an academic discipline.Each of the top-level
Wetheim College of Engineering. Her focus is on developing curriculum ba ©American Society for Engineering Education, 2024 Establishing Sustainable Programs: Creating Lasting Computer Science Summer Programs for Middle School Students (Evaluation)Krista D. Chisholm, Ph.D., Olivia Lancaster, Areesha Razi, Nancy Ruzycki, Ph.D.University of Florida, Department of Materials Science and EngineeringAbstractInformal learning environments are among a number of ways to build learning experiences forstudents outside of the classroom. These experiences can create opportunities for students toengage and develop an interest in computer science and engineering outside the
shift in pedagogical practices among industrial engineering educators, ultimatelyempowering the next generation of industrial engineers to drive innovation and progress in theindustry.IntroductionCuriosity is a primary motivator of learning, invention, and innovation. Curiosity is essential inengineering education for fostering critical thinking, problem-solving, and lifelong learning skillsrequired to face 21st-century issues [1], [2], [3]. Lindholm [4] posited strongly that modernity isfundamentally rooted in curiosity, which serves as a catalyst for knowledge acquisition, freshperspectives, and creative thinking in both individuals and groups. In the opinion of Pluck andJohnson [5], curiosity is an aspect of intrinsic motivation with great
. Undergraduate teaching assistants are integral tostudent success in the course. As the first points of contact for students, they assist with contentdelivery, guide students through hands-on labs and projects, and deliver feedback onassignments. Effective undergraduate teaching assistants are peer leaders and mentors to first-year students; through these workshops, we seek to ground their leadership and mentorshipapproaches in principles of global inclusion, diversity, belonging, equity, and access (GIDBEA).In this work, we outline the workshop curriculum. Scaffolded into three parts, the workshop isdesigned to provide the teaching assistants with the ability to recognize and confront bias amongindividuals and within teams, help them develop an
Paper ID #41858High School Students’ Perspectives on Pre-college Engineering EducationCourses (Fundamental)Jialing Wu, Vanderbilt University Jialing Wu is an incoming first-year PhD student in Engineering Education at the Ohio State University. She earned her M.Ed. in International Education Policy and Management at Vanderbilt University, Peabody College, and also holds a bachelor’s degree in Mechanical Engineering from China. Her research interests encompass international engineering education, pre-college engineering, as well as the application of quantitative methods and advanced technology in Engineering Education
generation as optional electives. However, when thisoption is unavailable due to departmental resource constraints, raising awareness andencouraging students to engage with this global issue in their own way becomes a valuablealternative. Students are generally receptive to reading topical materials related to their coursesand thinking critically about the broader impacts of technology on the environment andsustainability, especially when such problems or projects are integrated into the course for even asmall percentage of the overall grade. This approach has been implemented in an electric circuitscourse, where project-based assignment is designed to encourage students to advocate for cleanenergy production or safe environmental practices
provide educators with an effective alternative to physical networkingequipment and provide a comprehensive set of custom labs that can be integrated in theircurriculum. The practical labs presented in this paper provide students at high school, college, orprofessional level with skills and knowledge required for the modern digital workforce.IntroductionIt is widely accepted that there exists a growing need for practical networking skills amidst ashortage of hands-on experience opportunities for students, and that this issue is exacerbated byresource shortages, staff shortages, domain knowledge constraints, and limited options for safe,practical ways for students to practice infrastructure skills [1, 2, 3]. To support currenteducational needs