Dimitrios G. Giovanis | DeepAI

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Featured Co-authors

Michael D. Shields
21 publications
Dimitrios Loukrezis
21 publications
Katiana Kontolati
7 publications
Ketson R. M. dos Santos
2 publications

research

∙ 09/28/2021

Grassmannian diffusion maps based surrogate modeling via geometric harmonics

In this paper, a novel surrogate model based on the Grassmannian diffusi...

18 Ketson R. M. dos Santos, et al. ∙

research

∙ 07/21/2021

Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models

In this work we introduce a manifold learning-based method for uncertain...

13 Katiana Kontolati, et al. ∙