22 citations · 28 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2025★ 6 cited
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
Daniel Levy, Siba Smarak Panigrahi, Sékou-Oumar Kaba +5
Generating novel crystalline materials has the potential to lead to advancements in fields such as electronics, energy storage, and catalysis. The defining characteristic of crysta…
stat.ML2016★ 22 cited
Deep Learning with Sets and Point Clouds
Siamak Ravanbakhsh, Jeff Schneider, Barnabas Poczos
We introduce a simple permutation equivariant layer for deep learning with set structure.This type of layer, obtained by parameter-sharing, has a simple implementation and linear-t…