§  Computational multiscale modeling

Bottom-up approaches bridging local and global scales (foams, ..)

Top-down approaches  for  the design of architectured and   tailored materials: multiscale data-based topology optimization

§  Physically based data-assisted computational mechanics: Parametric ROM  (sHOPGD, POD+Grassamann interpolation, … ), Data-driven computational mechanics (multiscale simulations, modeling   problems with partial ignorance, …)

Applications: dynamic multiparametric welding charts, digital twins, virtual materials, data basis of architectured materials