48 citations · 71 across the 2 of their papers we have counts for
3 papers
Gyroid-like metamaterials: Topology optimization and Deep Learning
Asha Viswanath, Diab W Abueidda, Mohamad Modrek +3
Triply periodic minimal surface (TPMS) metamaterials characterized by mathematically-controlled topologies exhibit better mechanical properties compared to uniform structures. The…
On the use of graph neural networks and shape-function-based gradient computation in the deep energy method
Junyan He, Diab Abueidda, Seid Koric +1
A graph neural network (GCN) is employed in the deep energy method (DEM) model to solve the momentum balance equation in 3D for the deformation of linear elastic and hyperelastic m…
Alya: Towards Exascale for Engineering Simulation Codes
Mariano Vazquez, Guillaume Houzeaux, Seid Koric +9
Alya is the BSC in-house HPC-based multi-physics simulation code. It is designed from scratch to run efficiently in parallel supercomputers, solving coupled problems. The target do…