Hollow fiber membrane bioreactors are a versatile technology for various biotechnological applications. These state-of-the-art systems feature a bundle of hollow fiber membranes placed in a processing unit. The walls serve as a semi-permeable barrier, facilitating the movement of nutrients between a feed and a culture. This {optimized{ design achie