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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 MS6A Chair: Julien Yvonnet |
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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 |
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