Association·arcadia

GNNs enable hierarchical biological model construction

GNNs present a means to build sophisticated, complex hierarchical models spanning biological scales.

Confidence
80%
active

Evidence Quote

“GNNs present an explicit means to build complex hierarchical models incorporating evolutionary relationships.”

Relationship

Graph Neural Networks (GNNs) enables HierarchicalBiologicalModel

Arguments

Graph Neural Networks (GNNs)subject

Connections (1)

Simulation tools facilitate realistic GNN trainingAssociation

Evidence

“Reference to Rampasek L, Wolf G. (2021)”

Rampasek L & Wolf G (2021). Hierarchical Graph Neural Nets can Capture Long-Range Interactions doi:10.1109/mlsp52302.2021.9596069 ↗

“Reference to Sobolevsky S. (2021)”

Sobolevsky S (2021). Hierarchical Graph Neural Networks doi:10.48550/ARXIV.2105.03388 ↗