Bayesian Model Selection for the Validation of Computer Codes. - Guillaume Damblin; Merlin Keller; Pierre Barbillon; Alberto Pasanisi; Eric C. Parent (Qual. Reliab. Eng. Int., 2016)

Adaptive Numerical Designs for the Calibration of Computer Codes. - Guillaume Damblin; Pierre Barbillon; Merlin Keller; Alberto Pasanisi; Eric C. Parent (SIAM/ASA J. Uncertain. Quantification, 2018)

Adaptive use of replicated Latin Hypercube Designs for computing Sobol' sensitivity indices. - Guillaume Damblin; Alberto Ghione (Reliab. Eng. Syst. Saf., 2021)

Multivariate Bayesian Last Layer for Regression: Uncertainty Quantification and Disentanglement. - Han Wang; Eiji Kawasaki; Guillaume Damblin; Geoffrey Daniel (CoRR, 2024)