| About this Abstract |
| Meeting |
2025 TMS Annual Meeting & Exhibition
|
| Symposium
|
REWAS 2025: Automation and Digitalization in Recycling Processes
|
| Presentation Title |
Supply Risk Aware Alloy Discovery and Design |
| Author(s) |
Mrinalini Mulukutla, Robert Robinson , Brent Vela, Danial Khatamsaz, Nhu Vu, Raymundo Arroyave |
| On-Site Speaker (Planned) |
Mrinalini Mulukutla |
| Abstract Scope |
The impact of materials decisions on technological, economic, and environmental risks is far-reaching making “Supply-Chain Aware Design Strategies” an imperative integration into the design and development platforms. Limited efforts have been concentrated on systematically mitigating the risks involved in sustainable supply chain management. Prediction of Supply chain indices can be complex in nature, involving multiple risks at several stages in the process leaving the development process vulnerable to numerous threats. In order to efficiently manage the risks associated, we present a risk-aware design approach to determine the overall supply risk for refractory alloy space in search of Pareto-optimal constraint-satisfying alloys for the desired applications. To assist along the process, we attempt to develop a trained model exclusively focused on the prediction of supply risk indices, leveraging existing language models, analyzing textual data, and extracting relevant information. |
| Proceedings Inclusion? |
Planned: |
| Keywords |
Computational Materials Science & Engineering, Sustainability, Other |