Workflow from Scientific Research

Process of implementing cybernetic control of a co-culture. Begin by identifying suitable inputs and outputs to the system in monocultures, then combine both species and optimize the co-culture setup for better observability and controllability of the composition. Derive and parameterize a composition estimator and controller, then integrate them into the experimental setup. Finally, iteratively improve the setup, model, and control in co-culture experiments.

DOI