Concepedia

Dimitrios Loukrezis

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Statistics

Publications

9

Citations

244

H-Index

9

Active since

2018

Affiliations

Technical University of Darmstadt(Current)

Johns Hopkins University

Institut national de recherche en sciences et technologies du numérique

Technische Universität Braunschweig

Dimitrios Loukrezis is an author at Technical University of Darmstadt specializing in numerical analysis, approximation theory, and engineering.

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Top concepts

Publications per year

2018–2024

9

Publications

9

A survey of unsupervised learning methods for high-dimensional\n uncertainty quantification in black-box-type problems

Katiana Kontolati, Dimitrios Loukrezis, Dimitris G. Giovanis et al. · arXiv (Cornell University) · 2022 · 51 citations · Full text

Hybrid modeling: towards the next level of scientific computing in engineering

Stefan Kurz, Herbert De Gersem, Armin Galetzka et al. · Journal of Mathematics in Industry · 2022 · 45 citations · Full text

MANIFOLD LEARNING-BASED POLYNOMIAL CHAOS EXPANSIONS FOR HIGH-DIMENSIONAL SURROGATE MODELS

Katiana Kontolati, Dimitrios Loukrezis, Ketson R.M. dos Santos et al. · International Journal for Uncertainty Quantification · 2022 · 38 citations · Full text

ASSESSING THE PERFORMANCE OF LEJA AND CLENSHAW-CURTIS COLLOCATION FOR COMPUTATIONAL ELECTROMAGNETICS WITH RANDOM INPUT DATA

Dimitrios Loukrezis, Ulrich Römer, Herbert De Gersem · International Journal for Uncertainty Quantification · 2018 · 23 citations · Full text

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Tensor-train approximation of the chemical master equation and its application for parameter inference

Ion Gabriel Ion, Christian Wildner, Dimitrios Loukrezis et al. · TUbilio (Technical University of Darmstadt) · 2024 · 22 citations · Full text

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