We're super happy to have contributed the special issue of #Entropy on The Principle of Dynamical #Criticality in #biologicalsystems.

"Effective Connectivity and Bias Entropy Improve Prediction of Dynamical Regime in #Automata Networks"

#redundancy and canalization play major role in predicting #Dynamics, even after accounting for #heterogeneous #complexnetworks structure, in experimentally-validated biochemical regulation models and random networks. Emphasizing role of redundancy in #evolutionary.systems. #complexsystems

https://www.mdpi.com/1099-4300/25/2/374

RT @Experiential_AI
Find out why our Director of #AI + #LifeSciences @svscarpino argues the only approach to understanding and predicting complex #biologicalsystems is to keep humans in the loop⬇

https://bit.ly/3YrHX7Z

#AIresearch #pathogenresearch #AIevent