Predicting Crystal Structures with Data Mining of Quantum Calculations

Details Predicting Crystal Structures with Data Mining of Quantum Calculations Predicting Crystal Structures with Data Mining of Quantum Calculations

2003-07-10

arxiv.org/abs/cond-mat/0307262v1

Physics

Condensed Matter

Materials Science

4 pages, 3 pics

Scientific paper

10.1103/PhysRevLett.91.135503

Predicting and characterizing the crystal structure of materials is a key problem in materials research and development. It is typically addressed with highly accurate quantum mechanical computations on a small set of candidate structures, or with empirical rules that have been extracted from a large amount of experimental information, but have limited predictive power. In this letter, we transfer the concept of heuristic rule extraction to a large library of ab-initio calculated information, and demonstrate that this can be developed into a tool for crystal structure prediction.

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