Materials Informatics Lab
at the University of Arizona (Tucson, AZ)
Welcome!
Welcome to the Materials Informatics Lab at the University of Arizona! We are an interdisciplinary group advancing the field of structural materials infomatics for accelerated design and development of sustainable structural alloys.
Our expertise and capabilities
- Metallurgy and mechanics of structural alloys
- Machine learning: deep learning, Bayesian inference, language models
- High-performance computing: algorithms, numerical methods, cloud computing
news
| Sep 06, 2025 | Our manuscript on chord length distribution for description of gradient and other non-uniform microstructures is published in Metallurgical and Materials Transactions A! |
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| Sep 03, 2025 | Our work on machine learning of impact behavior in cold spray of metals is published in Integrating Materials and Manufacturing Innovation and featured in Editor’s video summaries! |
| Aug 22, 2025 | Zhuocheng (Leo) Huang joins the group as a PhD student and Herbold Fellow. Welcome! |
| Aug 01, 2025 | MIL is part of a new project on enhancing chalcopyrite leaching in copper mining funded by the Grantham Foundation. |
| Jul 23, 2025 | Marat presents graph neural networks for polycrystals at the US Congress on Computational Mechanics, USNCCM18. |