Buscar
Mostrando ítems 1-2 de 2
Artículo
A new reliability-based data-driven approach for noisy experimental data with physical constraints
(Elsevier, 2018-01)
Data Science has burst into simulation-based engineering sciences with an impressive impulse. However, data are never uncertainty-free and a suitable approach is needed to face data measurement errors and their intrinsic ...
Artículo
An unsupervised data completion method for physically-based data-driven models
(Elsevier, 2019-02)
Data-driven methods are an innovative model-free approach for engineering and sciences, still in process of maturation. The idea behind is the combination of data analytics techniques, to handle the huge amount of data ...