For the first time, we coupled deep material network with macroscale finite element model in LS-DYNA for concurrent multiscale simulations.

Multiscale simulation with randomly distributed short fiber RVEs
The integrated data-driven framework is currently applied to the short fiber reinforced composite, and we are expecting more systems to be targeted.
A nice collaborative work from the team!
The preprint can be found here.