Materials Informatics Lab

at the University of Arizona (Tucson, AZ)

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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

Jun 18, 2025 Our work on microstructure representation with vision transformers is now published in Acta Materialia! The full text is also available on arXiv.
Jun 15, 2025 Our group presents at all three events co-located at the TMS Specialty Congress with Sheila’s presentation at AIM and Marat’s presentations at 3DMS and ICME.
May 02, 2025 Sheila receives the Herbert E. Carter Travel Award to present at the TMS Specialty Congress.
Apr 30, 2025 Thomas’ team wins the second prize at the MIT Water, Food, & Agricalture Innovation Competition.
Apr 23, 2025 Marat gives a seminar at the Applied Math program on selected problems in materials informatics.