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Graph Laplacian-based spectral multi-fidelity modeling

Low-fidelity data is typically inexpensive to generate but inaccurate, whereas high-fidelity data is accurate but expensive. To address this, multi-fidelity methods use a small set of high-fidelity data to enhance the accuracy of a large set of low-fidelity data. In the approach described in this pa...

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Detalles Bibliográficos
Autores principales: Pinti, Orazio, Oberai, Assad A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10547726/
https://www.ncbi.nlm.nih.gov/pubmed/37789050
http://dx.doi.org/10.1038/s41598-023-43719-1