Concepedia

Jan Vybíral

JV

21

Publications

1.6K

Citations

15

H-Index

2006

Active since

Affiliations

Friedrich Schiller University Jena(Current)

Technische Universität Berlin

Austrian Academy of Sciences

Ernst Abbe University of Applied Sciences Jena

Johann Radon Institute for Computational and Applied Mathematics

Jan Vybíral is an author at Friedrich Schiller University Jena specializing in engineering, functional analysis, and approximation theory.

Top concepts

EngineeringFunctional AnalysisApproximation TheorySpectral TheoryData ScienceMachine LearningPattern RecognitionProbabilityDimensionality ReductionEntropy

Publications per year

2006–2023

21

Publications

21

Big Data of Materials Science: Critical Role of the Descriptor

Luca M. Ghiringhelli, Jan Vybíral, Sergey V. Levchenko et al. · Physical Review Letters · 2015 · 885 citations · Full text

Engineering, Machine Learning, Material Selection +21

Function spaces with dominating mixed smoothness

Jan Vybíral · Dissertationes Mathematicae · 2006 · 82 citations · Full text

Learning Functions of Few Arbitrary Linear Parameters in High Dimensions

Massimo Fornasier, Karin Schnass, Jan Vybíral · Foundations of Computational Mathematics · 2012 · 80 citations

High Dimensions, Machine Learning, Data Science +9

Spaces of Variable Smoothness and Integrability: Characterizations by Local Means and Ball Means of Differences

Henning Kempka, Jan Vybíral · Journal of Fourier Analysis and Applications · 2012 · 79 citations

Interpolation Space, Variational Analysis, Variable Smoothness +6

Lorentz spaces with variable exponents

Henning Kempka, Jan Vybíral · Mathematische Nachrichten · 2013 · 71 citations

Infinite Dimensional Analysis, Lorentz Spaces, Interpolation Space +4

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