2 citations · 4 across the 5 of their papers we have counts for
3 papers · 1 filter
Neural rendering enables dynamic tomography
Ivan Grega, William F. Whitney, Vikram S. Deshpande
Interrupted X-ray computed tomography (X-CT) has been the common way to observe the deformation of materials during an experiment. While this approach is effective for quasi-static…
Multiscale Experiments and Predictive Modelling for Inverse Design and Failure Mitigation in Additively Manufactured Lattices
Mattia Utzeri, Marco Sasso, Vikram S. Deshpande +1
Additive manufacturing (AM) enables the development of high-performance architected cellular materials, emphasizing the growing importance of establishing programmable and predicta…
Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
Ivan Grega, Ilyes Batatia, Gábor Csányi +2
Lattices are architected metamaterials whose properties strongly depend on their geometrical design. The analogy between lattices and graphs enables the use of graph neural network…