938 citations · 1.2k across the 21 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…
math.FA2014★ 2 cited
On some aspects of approximation of ridge functions
Anton Kolleck, Jan Vybiral
We present effective algorithms for uniform approximation of multivariate functions satisfying some prescribed inner structure. We extend in several directions the analysis of reco…