About this Research Topic
This Research Topic in Data Driven Modeling in Mathematical Biology aim to focus on i) the construction of phenomenological models from the experimental data and ii) the development of explanatory mathematical models, based on the use of dynamic systems (discrete Boolean or random, and continuous differential or stochastic). The interpretation of the data, the classification and the explanation of the observed phenomena within the framework of these models, constitute the important outcomes of the proposed approach.
The articles concerning the inverse method, namely the model driven acquisition approach corresponding to the best choice and the best sampling of the experimental data to allow the fit of the model to the data will also be considered.
Articles on the following topics are welcome:
- Contagious diseases dynamics
- Origin of Life
- Metabolic networks dynamics
- Neural networks dynamics
Theoretical articles coming from the field of theoretical biology and including an explanatory approach based on a new mathematical model or on a new statistical method will also be welcome.
Keywords: Contagious diseases dynamics, Morphogenesis, Origin of Life, Metabolic networks dynamics, Neural networks dynamics
Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.