Stochastic Model and Generator for Random Fields with Symmetry Properties: Application to the Mesoscopic Modeling of Elastic Random Media. - Johann Guilleminot; Christian Soize (Multiscale Model. Simul., 2013)

Itô SDE-based Generator for a Class of Non-Gaussian Vector-valued Random Fields in Uncertainty Quantification. - Johann Guilleminot; Christian Soize (SIAM J. Sci. Comput., 2014)

Approximate Solutions of Lagrange Multipliers for Information-Theoretic Random Field Models. - Brian Staber; Johann Guilleminot (SIAM/ASA J. Uncertain. Quantification, 2015)

Uncertainty Quantification of Bandgaps in Acoustic Metamaterials with Stochastic Geometric Defects and Material Properties. - Han Zhang; Rayehe Karimi Mahabadi; Cynthia Rudin; Johann Guilleminot; L. Catherine Brinson (CoRR, 2023)

Learning Latent Space Dynamics with Model-Form Uncertainties: A Stochastic Reduced-Order Modeling Approach. - Jin Yi Yong; Rudy Geelen; Johann Guilleminot (CoRR, 2024)