The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/13019864

Barcelos Carneiro M Da R, Iuri; Kerfriden, P. (Pierre); Frans van der Meer (2020): Data presented in the paper: "On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning". Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/13019864.v1

Dataset

• Mechanical Engineering
• Materials Engineering

Active learning, Concurrent multiscale, Gaussian Processes, Probabilistic learning, Surrogate modeling

CC BY 4.0

RefWorks, BibTeX, Reference Manager, Endnote, DataCite, NLM, DC, CFF

by Iuri Rocha , P. (Pierre) Kerfriden , Frans van der Meer

This package contains data presented in the following publication: I.B.C.M. Rocha, P. Kerfriden, F.P. van der Meer, "On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning", 2020. All data have been generated with simulations with the in-house finite element code as described in the paper.

• 2020-09-30 first online, published, posted

4TU.ResearchData

• Netherlands Organization for Scientific Research (NWO), 16464

Delft University of Technology, Faculty of Civil Engineering and Geosciences;
Mines ParisTech (PSL University), Centre des Materiaux