Relatori

5 lectures on: Non-local data-driven Modelling for Advanced Green Materials. Application of non-local modelling strategies in non-classical continua by considering industrial applications for advanced green and sustainable materials in civil, mechanical a

5 lectures on: Data-driven Computational Mechanics for Composite Materials and Structures. The lectures cover constitutive data generation techniques, quantum computing enhanced data-driven algorithms and data-model-coupling techniques. The lectures focus

4 lectures on: Multiscale and Multiphysics Modeling of Materials Behaviour. Content: (1) Introduction to multiscale and multiphysics modelling, (2) Introduction to an atomistic approach by applying atomistic Monte Carlo simulations, (3) Micromechanical Mo

5 lectures on: Multiscale approaches for the modelling of complex materials as discrete-to size dependent non-local continua. Derivation of macroscopic constitutive laws for non-classical continua (micromorphic, etc.), i.e. non-local models with internal

5 lectures on: Data-Driven Parametrically-Upscaled Constitutive Models (PUCM) with Machine Learning and Uncertainty Quantification for Multiscale Modeling of Fatigue and Damage in Metals and Composites. The Parametrically-Upscaled Constitutive Models inco

5 lectures on: Modelling and Experimental Assessment of Multi-Damage Processes and Fracture of Ceramic and Metal-based Composites. The lectures cover a description of (1) experimental assessment of local mechanical properties by micro-indentation, (2) mod