Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes

Santanu Rathod, Pietro Lio, Xiao Zhang

We develop a novel data-driven framework as an alternative to dynamic flux balance analysis, bypassing the demand for deep domain knowledge and manual efforts to formulate the opti…