Code supporting the paper: "Comparative Analysis of Bioreactor Design and Scale-Up for Cultivated Meat Using Monte Carlo-Based Timescale Modeling"

This repository contains the code accompanying the paper: "Comparative Analysis of Bioreactor Design and Scale-Up for Cultivated Meat Using Monte Carlo-Based Timescale Modeling" This codebase implements a Monte Carlo-based timescale analysis framework for evaluating and comparing three bioreactor types for large-scale mammalian cell culture: - STR - Stirred Tank Reactor- BC - Bubble Column- ALR - Airlift Reactor (external loop configuration) The framework assesses reactor performance by comparing characteristic timescales for mass transfer, mixing, heat transfer, and cell metabolism to determine feasible operating regions at industrial scale.