Presentation Slides Presenter Slides Yupeng Zhang Characterization of plastic properties from indentation Alice Cicirello Interpretable, explainable, and nonintrusive propagation of interval uncertainties through expensive-toevaluate models Feras Alkam Eigenfrequency-based Bayesian Approach for Damage Identification in Catenary Poles Mark Girolami The Statistical Finite Element Method Ludovic Noels Bayesian inference of multiscale model parameters with artificial neural networks as surrogate Pierre Kerfriden Fast stress predictions in multiscale materials & structures graph-based probabilistic geometric deep learning with online physics-based corrections Phaedon-Stelios Koutsourelakis Data-driven inversion of the process-structure-property chain for the design of random material microstructures Hussein Rappel Probabilistic modeling and identification of intercorrelated bounded random fields: Application to linear elastic struts and fibers Keith Worden On generative models as a basis for digital twins Bruno Sudret Surrogate models for efficient uncertainty quantification Johann Guilleminot Stochastic Modeling for Constrained Parametric Uncertainties on Complex Geometries
