Search Results for author: Francesco Saverio Pezzicoli

Found 1 papers, 0 papers with code

Rotation-equivariant Graph Neural Networks for Learning Glassy Liquids Representations

no code implementations6 Nov 2022 Francesco Saverio Pezzicoli, Guillaume Charpiat, François P. Landes

Inspired by recent advances in the field of Machine Learning group-equivariant representations, we build a GNN that learns a robust representation of the glass' static structure by constraining it to preserve the roto-translation (SE(3)) equivariance.

Transfer Learning Translation

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