Systems BiologyPLoS ONEPeer-reviewed
Pairwise Causal Discovery in Biochemical Network: A Survey on Directionality Inference within Complex Networks from Stationary Observations
Nava Leibovich, Miroslava Čuperlović‐Culf
This paper surveys methods for inferring directionality in metabolic networks using stationary observations, benchmarking statistical and neural network approaches on synthetic models.
DOI 10.1371/journal.pone.0349617