M. Schöberl, N. Zabaras, and P. S. KoutsourelakisBayesian Coarse-Graining2017
M. Schöberl, N. Zabaras, and P. S. KoutsourelakisBayesian coarse-graining in atomistic simulations: adaptive identification of the dimensionality and salient features2017
Schöberl, Markus;Zabaras, Nicholas;Koutsourelakis, Phaedon-SteliosPredictive coarse-grainingJournal of Computational Physics201733349-77
Wan, J.;Zabaras, N.Stochastic Input Model generation using Bayesian Network LearningJournal of Computational Physics2014272664-685
Chen, Peng;Zabaras, NicholasUncertainty quantification for multiscale disk forging of polycrystal materials using probabilistic graphical model techniquesComputational Materials Science201484278-292
Kristensen, Jesper;Zabaras, Nicholas J.Bayesian uncertainty quantification in the evaluation of alloy properties with the cluster expansion methodComputer Physics Communications2014185112885-2892