This white paper has explored the concept of precision fermentation, emphasizing its multi-step nature and the importance of considering various variables for optimization.
Fermentation design and process optimization strategy based on …
Mar 1, 2025 · Due to the fact that fermentation process is influenced by complex factors, so far, machine learning has been widely used in this area with its strong capabilities of simulation and prediction. …
Optimization and Scale-Up of Fermentation Processes Driven by …
Machine learning (ML) is a commonly used data-driven approach. With the advancement of omics technology and various analytical techniques, the datasets available for fermentation process …
Achieving Scalable and Sustainable Precision Fermentation Using …
Feb 27, 2025 · Hamilton’s Charlotte Hughes, Ph.D. discusses how precision fermentation is reshaping biologic manufacturing by enabling the efficient production of high-value biomolecules using …
Scaling Up Precision Fermentation: Challenges And Strategies
Jun 5, 2024 · Optimizing Fermentation Mediums and Processes In the crucible of scaling precision fermentation, the careful optimization of fermentation mediums and processes emerges as a …
AI-Driven Precision Fermentation: From Restaurant Food Waste to ...
Jul 29, 2025 · This work focuses on the integration of AI, automation, and precision fermentation to convert restaurant food waste into sustainable protein sources. It identifies key technical gaps and …
Hybrid Modeling for On-Line Fermentation Optimization and Scale
Aug 2, 2024 · Modeling is a crucial tool in the biomanufacturing industry, namely in fermentation processes. This work discusses both mechanistic and data-driven models, each with unique benefits …
Leveraging AI in Fermentation: Optimizing Processes with Amerging ...
The integration of artificial intelligence (AI) in bioprocessing, particularly in fermentation technology, represents a significant leap forward in the quest for efficiency, precision, and optimization in …
Fermentation optimization - Isomerase
Fermentation optimization can benefit from the application of various technologies and methods, such as high-throughput screening, omics analysis, mathematical modelling, risk assessment and artificial …
## High-Throughput Optimization of β-Lactoglobulin Aggregation …
**Abstract:** Precision fermentation offers a sustainable route to producing high-value milk proteins, but controlling their aggregation behavior during downstream processing remains a challenge. This …