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Computational biology

Decode Life: AI & Computational Biology

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Biology as a dynamical system

A biological network represents entities as nodes and influences as activating or inhibiting interactions.

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A biological network represents entities as nodes and influences as activating or inhibiting interactions. State changes over time because production, degradation and feedback interact. Positive feedback can amplify a state; negative feedback can stabilize or dampen it. A network diagram is a hypothesis about interactions, not proof that every drawn edge is real.

Worked example

If protein A activates its own production, increasing A may raise future production. Add a degradation term before predicting indefinite growth.