| About this Abstract |
| Meeting |
2023 TMS Annual Meeting & Exhibition
|
| Symposium
|
Materials Genome, CALPHAD, and a Career over the Span of 20, 50, and 60 Years: An FMD/SMD Symposium in Honor of Zi-Kui Liu
|
| Presentation Title |
Efficient Exploration of Compositionally Complex Alloys |
| Author(s) |
Raymundo Arroyave, Brent Vela, Danial Khatamsaz, Douglas Allaire |
| On-Site Speaker (Planned) |
Raymundo Arroyave |
| Abstract Scope |
In this talk, I will discuss several strategies that we have been
developed in my group and with collaborators to accelerate the rate at which the vast Compositionally Complex Alloy (CCA) space can be explored. Specifically, we introduce some examples in which we use novel ML-assisted algorithms to identify the feasible regions in a number of important FCC and BCC CCA systems. We also discuss the incorporation of closed-loop high-throughput frameworks for the exploration of these alloy spaces via computational and experimental means. Some conclusions on the likely high-value regions of these systems will be presented, which hopefully will motivate further work to explore this very complex chemical space. |
| Proceedings Inclusion? |
Planned: |
| Keywords |
High-Entropy Alloys, |