Experimentally validated inverse design of multi-property Fe-Co-Ni alloys

• Main Authors: Padhy, Shakti P., Chaudhary, Varun, Lim, Yee-Fun, Zhu, Ruiming, Thway, Muang, Hippalgaonkar, Kedar, Ramanujan, Raju V.
• Other Authors: School of Materials Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Materials synthesis; Physics
• Online Access: https://hdl.handle.net/10356/178903
• Institution: Nanyang Technological University

This study presents a machine learning (ML) framework aimed at accelerating the discovery of multi-property optimized Fe-Ni-Co alloys, addressing the time-consuming, expensive, and inefficient nature of traditional methods of material discovery, development, and deployment. We compiled a detailed he...