notesum.ai

Published at November 7

Equivariant Graph Attention Networks with Structural Motifs for Predicting Cell Line-Specific Synergistic Drug Combinations

q-bio.QM

cs.AI

cs.LG

Released Date: November 7, 2024

Authors: Zachary Schwehr¹

Aff.: ¹Henrico, United States

Arxiv: http://arxiv.org/abs/2411.04747v1

Hyperparameter	Value
# EGAT and GAT Layers	3
EGAT Encoder	$\left[512,256,256\right]$
GAT Encoder	$\left[64,32,32\right]$
Dropout	0.2
Heads	$6$
Cell Line Encoder	$\left[2048,1024,576\right]$
Classification Head	$\left[576,512,256,128\right]$