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

Jan 20, 2026 A new preprint on thermodynamic assessment of two chalcogenide systems in now on arXiv!
Jan 13, 2026 Zhuocheng, I-Tzu, and Marat present topological acoustics software and environmental sensing at NewFos Stakeholder Meeting.
Dec 18, 2025 I-Tzu graduates with a Bachelor of Science in Physics. Congratulations!
Nov 06, 2025 Sheila presents microstructure representation with transformers Los Alamos Arizona Days Conference held at LANL.
Nov 03, 2025 Ramya Ramachandran from Computer Science joins the group. Welcome!