About this Abstract |
| Meeting |
MS&T25: Materials Science & Technology
|
| Symposium
|
Materials Informatics for Images and Multi-Dimensional Datasets
|
| Presentation Title |
Graph-based materials informatics for Fe-based alloy modeling and design |
| Author(s) |
Vyacheslav Romanov |
| On-Site Speaker (Planned) |
Vyacheslav Romanov |
| Abstract Scope |
Understanding of the process‐structure‐property‐performance relationships hidden in materials data can be facilitated by Big Data tools which model the salient features of the process and process-structure relations. Materials informatics (MI) was used in this study to incorporate such knowledge in the domain-specific computational framework. This framework provides not only novel alloy design ideas but also their interpretation via physics and engineering concepts. Fe-based alloy modeling and design was used to demonstrate advantages of the causality-based approach. |