938 citations · 2.1k across the 25 of their papers we have counts for
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physics.data-an2014★ 938 cited
Big Data of Materials Science - Critical Role of the Descriptor
Luca M. Ghiringhelli, Jan Vybiral, Sergey V. Levchenko +2
Statistical learning of materials properties or functions so far starts with a largely silent, non-challenged step: the choice of the set of descriptive parameters (termed descript…
cond-mat.mtrl-sci2014★ 41 cited
Efficient ab initio schemes for finding thermodynamically stable and metastable atomic structures: Benchmark of cascade genetic algorithms
Saswata Bhattacharya, Sergey V. Levchenko, Luca M. Ghiringhelli +1
A first-principles based methodology for efficiently and accurately finding thermodynamically stable and metastable atomic structures is introduced and benchmarked. The approach is…