Stochastic Multiscale Modeling and Analysis of Polymer-Based Materials

Nanoindentation for sub-miniaturized testing of irradiated materials: FEM analysis and experiments

Machine learning for reduced-order-models and surrogate models of elastoplasticity

Clustering Analysis for the Micromechanics-Based Reduced Homogenization in the Mechanics of Composite Materials

Generation and data-driven upscaling of open foam representational volume elements

A damage to crack transition framework for ductile materials

Model and parameter identification through Bayesian inference in solid mechanics

Stochastic multiscale modeling of MEMS stiction failure

Development of non-linear Electro-Thermo-Mechanical Discontinuous Galerkin formulations

Stochastic multi-scale modelling of MEMS

Development and numerical validation of a 2-scale computational model to study the mechanical behavior of nanocrystalline metals

Computational homogenization of cellular materials capturing micro-buckling, macro-localization and size effects

Numerical simulations of brittle and elasto-plastic fracture for thin structures subjected to dynamic loadings