48 citations · 50 across the 2 of their papers we have counts for
2 papers
cs.CE2023★ 2 cited
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…
cs.CE2022★ 48 cited
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…