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Meeting 2026 TMS Annual Meeting & Exhibition
Symposium Preparing Undergraduate and Graduate Students - and the Faculty who Prepare Them - for Materials Careers (The Judson Education Symposium)
Presentation Title Leveraging Creativity, Artificial Intelligence, and Data Science to Train Graduate and Undergraduate Students in Materials Science and Engineering
Author(s) Reginald Rogers, Matthew Maschmann
On-Site Speaker (Planned) Reginald Rogers
Abstract Scope The Materials Genome Initiative (MGI), which established the goal to “double the pace of advanced-materials discovery, innovation, manufacture, and commercialization”, has catalyzed many opportunities to enhance the educational experience of undergraduate and graduate students in the materials science and engineering space. Meeting these objectives will require a workforce equipped with a new set of abilities beyond traditional training methods. To date, few academic institutions integrate robust artificial intelligence (AI), data science, and creativity into a formal materials-focused curriculum. None, to our knowledge, includes evidence-based creativity training to supplement traditional pedagogy and fuel new pursuits and approaches. In this presentation, we will discuss how the University of Missouri has leveraged creativity training and data science, AI, to work towards meeting the above objectives. Through two NSF-funded programs, graduate and undergraduate students leave with a set of unique tools to further enhance their understanding of materials science and engineering.
Proceedings Inclusion? Planned:

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A Case Study of Teaching Materials Informatics in an Undergraduate Environment With an Industrial No-Code Software Tool
An Innovative Study Abroad Version of “Introduction to Materials Science and Engineering”
AskSparks: A Virtual Teaching Assistant Using Retrieval-Augmented Generation to Support Materials Science Students at Scale
Cultivating Your Network for a Successful Faculty Career
Disruptors and Opportunities for the Materials Education Community- Insight From the University Materials Council
Don’t Fault the Students… Fix the Structure!
Entering the Tenure Track - Tips for Success
From Add-on to Essential: Authentically Incorporating Ethics in Materials Education
How Does an External Departmental Seminar Program Influence Student Career Goals?
Integrating Additive Manufacturing Simulations into Introductory Materials Science Courses
Integrating an Object-Based Project to Reinforce Core Concepts in Materials Science and Engineering Education
Lessons Learned Teaching a Hybrid Failure Analysis Materials Course on the Collegiate Level
Leveraging Creativity, Artificial Intelligence, and Data Science to Train Graduate and Undergraduate Students in Materials Science and Engineering
Mastery Through Second Chances: Retake Policies in a Graduate Course
Mentoring: The Importance of Embracing “Mentoring” as a Dynamic Engine That Requires a Regular Maintenance Schedule
Navigating From Associate to Full: Tips on Making Your Own Path
Podcast Power: Strengthening the Materials Education Community
Preparing the Engineer of the Future: Why Interdisciplinary Education Belongs in Materials Curricula
Preparing Undergraduates to Contribute to Advanced Manufacturing- A Need for Raw Material Supply Chains Modules
Redesigning Materials Education Through Code and Generative AI
Satisfying ABET Along the Way
Superheroes to the Rescue! Turbocharging Engagement and Smashing Boundaries
Supporting Students With Varying Levels of Prerequisite Knowledge in Materials Science Courses
Teaching Sustainable Materials Design by Connecting TMS With Engineering for One Planet
The Impact of Facilitating Undergraduate Research on Faculty
Through the Looking Glass: Reflections on Hopping between Academia and Government Laboratories
Transfer Students in Materials-Intensive Engineering: Understanding the Impediments to Professional Development and Success
Why College? Rethinking Higher Education in the Age of AI

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