BINODEs combine known stoichiometric matrices with neural network processes to learn and recover dynamics in biochemical systems while incorporating biological constraints.
A derivation of Holling’s type I, II and III functional responses in predator–prey systems,
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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.