Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy

Autor: Bridgman, Wyatt, Balakrishnan, Uma, Jones, Reese, Chen, Jiefu, Wu, Xuqing, Safta, Cosmin, Huang, Yueqin, Khalil, Mohammad

In the field of surrogate modeling, polynomial chaos expansion (PCE) allows practitioners to construct inexpensive yet accurate surrogates to be used in place of the expensive forward model simulations. For black-box simulations, non-intrusive PCE al

Externí odkaz: http://arxiv.org/abs/2312.04648

A co-kurtosis PCA based dimensionality reduction with nonlinear reconstruction using neural networks

Autor: Nayak, Dibyajyoti, Jonnalagadda, Anirudh, Balakrishnan, Uma, Kolla, Hemanth, Aditya, Konduri

Publikováno v: In Combustion and Flame January 2024 259

Describing Knowledge Organization Systems in BARTOC and JSKOS

Autor: Balakrishnan, Uma, Ledl, Andreas, Voss, Jakob

Publikováno v: Balakrishnan, Uma and Ledl, Andreas and Voss, Jakob Describing Knowledge Organization Systems in BARTOC and JSKOS., 2016 . In 12th International Conference on Terminology and Knowledge Engineering (TKE 2016), Copenhagen, 22nd – 24th June 2016 . (Unpublished) [Presentation]

This presentation introduces a cooperation between the Basel Register of Thesauri, Ontologies & Classifications (BARTOC) and project coli-conc to provide information about Knowledge Organization Systems, which “encompass all types of schemes for or

Externí odkaz: http://eprints.rclis.org/29572/

Spatiotemporally Controlled Mechanical Cues Drive Progenitor Mesenchymal-to-Epithelial Transition Enabling Proper Heart Formation and Function

Autor: Jackson, Timothy R., Kim, Hye Young, Balakrishnan, Uma L., Stuckenholz, Carsten, Davidson, Lance A.

Publikováno v: In Current Biology 8 May 2017 27(9):1326-1335

Basic Register of Thesauri, Ontologies & Classification (BARTOC): DFG-Projektantrag

Autor: Voß, Jakob, Balakrishnan, Uma

There has been a surge in the number of controlled vocabularies, such as authority files, taxonomies, ontology and their significance as a result of growth in data-driven and information science. This in turn boosts the need for vocabulary services a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a4226fcefb764d408592aa2ef21cff6f