EML operator serves as a grammar to generate single-block activation-suppression modules that produce non-monotone dynamics in reduced biological ODEs, matching data on PKA-R and Rho-GTPase systems.
Discovering Symbolic Models from Deep Learning with Inductive Biases
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Non-Monotone Response Modules and Cascades from the EML Operator for Reduced Models of Biological Dynamics
EML operator serves as a grammar to generate single-block activation-suppression modules that produce non-monotone dynamics in reduced biological ODEs, matching data on PKA-R and Rho-GTPase systems.