Realizing Reduced and Sparse Biochemical Reaction Networks from Dynamics

Maurice Filo, Mustafa Khammash

We propose a direct optimization framework for learning reduced and sparse chemical reaction networks (CRNs) from time-series trajectory data. In contrast to widely used indirect m…