Topotein introduces Protein Combinatorial Complexes and the SE(3)-equivariant TCPNet, improving fold classification and structure-only protein prediction over several geometric GNN baselines.
This node-level multi-class classification task predicts amino acid sequences that would fold into given 3D protein structures
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Topotein: Topological Deep Learning for Protein Representation Learning
Topotein introduces Protein Combinatorial Complexes and the SE(3)-equivariant TCPNet, improving fold classification and structure-only protein prediction over several geometric GNN baselines.