Boolean Networks as Predictive Models of Emergent Biological Behaviors

no code implementations • 19 Oct 2023 • Jordan C. Rozum, Colin Campbell, Eli Newby, Fatemeh Sadat Fatemi Nasrollahi, Reka Albert

Modeling these systems is made challenging by the number and variety of biological components and interactions (from molecules in gene regulatory networks to species in ecological networks) and the often-incomplete state of system knowledge (e. g., the unknown values of kinetic parameters for biochemical reactions).

Near linear time algorithm to detect community structures in large-scale networks

7 code implementations • 19 Sep 2007 • Usha Nandini Raghavan, Reka Albert, Soundar Kumara

Currently used algorithms that identify the community structures in large-scale real-world networks require a priori information such as the number and sizes of communities or are computationally expensive.

Physics and Society

Emergence of scaling in random networks

1 code implementation • 21 Oct 1999 • Albert-Laszlo Barabasi, Reka Albert

Systems as diverse as genetic networks or the world wide web are best described as networks with complex topology.

Disordered Systems and Neural Networks adap-org Statistical Mechanics Adaptation and Self-Organizing Systems