06 June 2022    11:00 - 13:00   Add
Multiscale Computational Homogenization for Bridging Scales in the Mechanics and Physics of Complex Materials I
Minisymposium organized by Julien Yvonnet, Kenjiro Terada, Peter Wriggers, Marc Geers, Karel Matous and Paul Steinmann
Room: Svalbard
Chair: Julien Yvonnet
A New Finite Strain Reduced Order Multiscale Formulation for Polycrystalline Materials (Keynote Lecture)
Damin Xia and Caglar Oskay

Machine learning of evolving physics-based material models for fast and accurate concurrent multiscale modeling
Iuri Rocha, Pierre Kerfriden and Frans van der Meer

Self-Adversarial Training for enhanced robustness of neural network based inelastic constitutive descriptions
Julien Stoecker, Ferenc Leichsenring, Alexander Fuchs and Michael Kaliske

A FE^4 multiscale scheme for CNT-reinforced concrete accelerated by deep neural networks
Stefanos Pyrialakos, Ioannis Kalogeris and Vissarion Papadopoulos

An efficient training technique for teaching deep material networks to reproduce creep loading of short fiber-reinforced thermoplastics
Argha Protim Dey, Fabian Welschinger, Matti Schneider, Sebastian Gajek and Thomas Boehlke