Mechanistic and data-driven models have been developed to provide predictive insights into the design optimization of engineered bioprocesses. These two modeling strategies can be combined form hybrid address issues parameter identifiability prediction interpretability. Herein, we a novel robust strategy by incorporating microbial population dynamics model construction. The was constructed usin...