[Hieu Chi Dam] Integration of Data Mining and Structure Analysis for Materials Design

Research Director

Hieu Chi Dam

Hieu Chi Dam

School of Knowledge Science, Japan Advanced Institute of Science and Technology
Associate Professor

Outline

We focus on developing a new method for designing materials by integrating computational materials science techniques, advanced data mining techniques, and materials structure analysis techniques. We integrate the experimental data and the calculated data on magnetic alloy to construct a data base. The computational materials science techniques are utilized to replenish the data in shortage, and the data mining techniques are utilized to extract knowledge from this data. Further, the structural analysis techniques are utilized to solve the inverse problem in the materials design process.

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