TY - DATA
T1 - Data presented in the paper: "On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning"
PY - 2020/09/30
AU - Iuri Rocha
AU - P. (Pierre) Kerfriden
AU - Frans van der Meer
UR - https://data.4tu.nl/articles/dataset/Data_presented_in_the_paper_On-the-fly_construction_of_surrogate_constitutive_models_for_concurrent_multiscale_mechanical_analysis_through_probabilistic_machine_learning_/13019864/1
DO - 10.4121/13019864.v1
KW - Concurrent multiscale
KW - Surrogate modeling
KW - Probabilistic learning
KW - Gaussian Processes
KW - Active learning
N2 - 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.<br>
ER -