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 |