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I am Ronak Shoghi, a research group leader at the Interdisciplinary Centre for Advanced Materials Simulation (ICAMS), Ruhr University Bochum. My group, **Data-Oriented Materials Modeling**, focuses on data-driven approaches for understanding and modeling the relationship between microstructure and mechanical properties of metalic materials.
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During my PhD at the University of Michigan, I developed machine learning methods for microstructure-sensitive materials modeling, and I am continuing this line of research in my current position. I am passionate about advancing the field of materials science through the integration of data science and computational mechanics.
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## Research interests
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My research focuses on the combination of mechanics, materials science, and data-driven modeling. I am especially interested in:
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