Can Complex Network Physics Revolutionize Systems Biology and Other Fields?

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Discussion Overview

The discussion centers on the potential of complex network physics to impact systems biology and other fields. Participants explore its applications, particularly in biology, and raise questions about the validity and development of related concepts like thermoeconomics.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • Some participants express interest in the promise of complex network physics in systems biology and inquire about its relevance in other fields.
  • One participant mentions network modeling's use in epidemiology and social sciences, suggesting it is still in early development.
  • Another participant specifically focuses on applications to biology and shares links to relevant literature on biological network inference.
  • References to research on DNA regulation networks and food webs are provided, indicating ongoing work in these areas.
  • There is a mention of econophysics and a link to a related work by Seth Lloyd, though its connection to networks is questioned.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the status of thermoeconomics, with some questioning its scientific validity while others seem intrigued by its potential. The discussion remains open-ended regarding the broader implications of complex network physics.

Contextual Notes

Some assumptions about the applicability of complex network physics to various fields remain unexamined. The relationship between thermoeconomics and network theory is not clearly established, and the development status of network modeling in different domains is not fully resolved.

pjmarshall
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Haven't really seen much discussion about this field, but it seems interesting. It appears to have some promise in systems biology, but what about in other fields? What kind of material will arise from this field? Is thermoeconomics mostly pseudoscience, or just undeveloped?
 
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Check out Mark Newman at UMich: http://www-personal.umich.edu/~mejn/

Network modeling is used in epidemiology and social sciences to some effect but I think it's on the low end of the development curve still.

Hadn't heard of "thermoeconomics". Looks like it might be interesting. But I didn't see any connection to networks...
 
Thanks for the link. (personally) I'm specifically looking at its applications to biology.
 

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