BINODEs combine known stoichiometric matrices with neural network processes to learn and recover dynamics in biochemical systems while incorporating biological constraints.
Computer model for mechanisms underlying ultradian oscillations of insulin and glucose,
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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.