English

Complex versus Complicated Systems Biology, Universality versus Detailed Modelling

Biological Physics 2026-03-19 v1

Abstract

Biological systems are generally complicated and/or complex. In the former approach, one sets up a model with a large number of parameters to describe the system in detail. The latter approach focuses on understanding the universal aspects of biological systems. In this case, an appropriate simple model represents a universality class. The extraction of universal properties is supported by evolutionary robustness and the reduction of dimensionality in high-dimensional states. Integrating the data-driven omics approach with the universality approach is an important step in systems biology.

Keywords

Cite

@article{arxiv.2603.17264,
  title  = {Complex versus Complicated Systems Biology, Universality versus Detailed Modelling},
  author = {Kunihiko Kaneko},
  journal= {arXiv preprint arXiv:2603.17264},
  year   = {2026}
}

Comments

essay submitted to special issue on "Modeling and dynamics" for Current Opinion in Systems Biology

R2 v1 2026-07-01T11:25:24.671Z