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AI-Driven Design of Superalloys by Khushubo Tiwari is a document available to read on EtoBox.
This study presents a deep transfer learning model designed to accelerate the development of Ni-based single crystal superalloys with enhanced creep resistance at ultrahigh temperatures. The model effectively utilizes prior compositional data to predict creep rupture life, achieving a verified lifespan of ~170 hours at 1200 °C, surpassing existing benchmarks by 30%. This AI-driven approach not only improves the efficiency of alloy design but also provides insights into the mechanisms behind creep resistance
- Author
- Khushubo Tiwari
- Language
- EN