Metabolic Flux Analysis (MFA) is a powerful mathematical modeling technique used to estimate the rates of all reactions (fluxes) occurring within a metabolic network. It integrates stoichiometry and measured physiological data to provide a quantitative…
Microfluidic platforms revolutionize bioprocessing by moving beyond bulk measurements to monitor and optimize individual cell behavior. These micro-scale devices provide unparalleled control over the microenvironment, enabling real-time, single-cell resolution monitoring crucial for advanced biomanufacturing.
Traditional bioprocess scaling laws fail due to complex, non-linear interactions between variables like oxygen transfer and nutrient gradients. AI, particularly Deep Learning and Physics-Informed Neural Networks, provides a robust framework to integrate diverse data streams…
This article explores advanced microbial strategies, including genetic engineering and biofilm formation, for the efficient remediation of complex pollutants like $ ext{CO}_2$ and $ ext{H}_2 ext{O}$. It details the operational considerations necessary to translate laboratory…
Enzyme immobilization is critical for developing robust biocatalytic systems, particularly in continuous flow reactors. Reactive immobilization methods, which form stable covalent bonds, offer superior stability compared to traditional adsorption techniques. The selection and functionalization of…
Microfluidics leverages microchannels to precisely control fluid dynamics and mass transfer, enabling superior environmental control for biological experiments. This technology enhances heat and mass transfer, reduces sample consumption, and allows for controlled gradient generation, revolutionizing…
Bioprocesses are inherently complex and variable, making traditional PID control insufficient. Advanced Process Control (APC) strategies, leveraging Model Predictive Control (MPC) and Machine Learning (ML), are necessary to manage non-linear dynamics, optimize yield, and ensure…
Advanced Process Analytical Technology (PAT) enables continuous, real-time monitoring of critical process parameters and quality attributes in bioprocesses, overcoming the limitations of traditional offline sampling and enabling proactive, closed-loop process control.
This article details the advanced engineering principles and continuous flow techniques used in the downstream purification of viral vectors, including continuous chromatography, specialized filtration, and real-time process monitoring.
Efficient recovery of metabolites and biomass from complex fermentation broths requires optimizing solid-liquid separation. This involves integrating advanced techniques like flocculation, cross-flow membrane filtration, and real-time process monitoring to overcome challenges such as filter fouling…