Association·arcadia

GNNs enable modeling of correlated trait evolution

GNNs can capture complexity in the correlated evolution of multiple traits on phylogenies.

Confidence
70%
active

Evidence Quote

“GNNs can capture additional complexity and nuance in patterns of correlated trait evolution.”

Relationship

Graph Neural Networks (GNNs) enables Correlated trait evolution

Arguments

Graph Neural Networks (GNNs)subject
Correlated trait evolutionobject

Connections (3)

Petabase-scale sequence alignment increases viral discoveryAssociation
Graph neural network foundations enable inference in population geneticsInferenceChain
Advances in phylogenetic-informed graph deep learning for dynamic evolutionary inferenceInferenceChain

Evidence

“Reference to Castro LA, Bedford T, Ancel Meyers L. (2020)”

(2020). Early prediction of antigenic transitions for influenza A/H3N2 doi:10.1371/journal.pcbi.1007683 ↗