BINODEs combine known stoichiometric matrices with neural network processes to learn and recover dynamics in biochemical systems while incorporating biological constraints.
Biochemical systems analysis: I. Some mathematical properties of the rate law for the component enzymatic reactions,
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Learning dynamical systems with biochemically informed neural ordinary differential equations
BINODEs combine known stoichiometric matrices with neural network processes to learn and recover dynamics in biochemical systems while incorporating biological constraints.