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
| Feb 02, 2025 | A new preprint on machine learning of properties with microstructure description using vision transformers is live on arXiv! |
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| Jan 21, 2025 | Marat receives the NSF CAREER award that will support fundamental research of damage in sustainable aluminum alloys and MGI workforce development. |
| Dec 03, 2024 | Sheila passes comprehensive exam in Applied Math GIDP. Congratulations! |
| Nov 05, 2024 | Thomas presents his research on accelerated design of sustainable concrete at ACI Concrete Convention in Philadelphia, PA. |
| Oct 15, 2024 | Our work on GNNs predicting FIPs in large polycrystals is now published in Scripta Materialia! |