Carlos A. Martínez

This paper introduces a hybrid modeling framework that combines mechanistic ODEs with neural networks to model bioprocesses using minimal prior knowledge and limited data.

This paper introduces two new population models to describe microbial growth and decay in batch bioreactors, incorporating memory effects through cumulative biomass.

This paper studies a synthetic microbial consortium of E. coli strains to optimize protein production by analyzing coexistence, labor distribution, and syntrophy in a chemostat model.