Learning dynamical systems with biochemically informed neural ordinary differential equations

Luis L. Fonseca, Reinhard C. Laubenbacher, Lucas Böttcher

Ordinary differential equation models of biochemical reactions are often formulated as stoichiometric systems in which the dynamics arise from a collection of interacting processes…