On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning

I.B.C.M. Rocha (1) , Pierre Kerfriden (2) , F.P. van Der Meer (1)

1 TU Delft - Delft University of Technology
2 CDM - Centre des Matériaux

Domaines: Mécanique des structures [physics.class-ph]

I.B.C.M. Rocha, Pierre Kerfriden, F.P. van Der Meer. On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning. Journal of Computational Physics: X, 2021, 9, pp.100083. ⟨10.1016/j.jcpx.2020.100083⟩. ⟨hal-03507464⟩