M. Schöberl, N. Zabaras, and P. S. Koutsourelakis
Bayesian Coarse-Graining
2017

M. Schöberl, N. Zabaras, and P. S. Koutsourelakis
Bayesian coarse-graining in atomistic simulations: adaptive identification of the dimensionality and salient features
2017

Schöberl, Markus;Zabaras, Nicholas;Koutsourelakis, Phaedon-Stelios
Predictive coarse-graining
Journal of Computational Physics
2017
333
49-77

Wan, J.;Zabaras, N.
Stochastic Input Model generation using Bayesian Network Learning
Journal of Computational Physics
2014
272
664-685

Chen, Peng;Zabaras, Nicholas
Uncertainty quantification for multiscale disk forging of polycrystal materials using probabilistic graphical model techniques
Computational Materials Science
2014
84
278-292

Kristensen, Jesper;Zabaras, Nicholas J.
Bayesian uncertainty quantification in the evaluation of alloy properties with the cluster expansion method
Computer Physics Communications
2014
185
11
2885-2892