| About this Abstract |
| Meeting |
2025 TMS Annual Meeting & Exhibition
|
| Symposium
|
Looking Outside Materials Science: Lessons Learned for and from Materials Discovery - A Student-Led Symposium
|
| Presentation Title |
Microstructure Characterization and Design with Help from Video Games, Geostatistics, and Other Interdisciplinary Tools |
| Author(s) |
Oliver Johnson, Christopher W Adair, Jose Nino, Sterling G Baird |
| On-Site Speaker (Planned) |
Oliver Johnson |
| Abstract Scope |
Grain boundaries (GBs) have a significant, sometimes dominating, influence on the properties and performance of polycrystalline materials from structural applications to energy storage and conversion and many others. In this talk we discuss several examples of ways in which we approach materials characterization and design in the context of GB sensitive properties by taking inspiration and leveraging tools from outside of materials science, including video games, geostatistics, spectral graph theory, and generative AI. |
| Proceedings Inclusion? |
Planned: |
| Keywords |
Computational Materials Science & Engineering, Machine Learning, Other |