菜单

Scientific Poster Download

An Intelligent Framework for Rapid Media Customization Using Machine Learning and Metabolic Modeling
Xiaoyu Bai, Xiaolu Li, Jingxuan Han, Sijie Feng, Liping Lai, Xiangtian Lin, Fei Chen*, Hang Zhou*
Cell Line Development Department, WuXi Biologics

As biologics face increasing pressure to maximize titers and minimize costs, the ability to rapidly design and tailor cell culture media has become critical. Conventional optimization strategies, which rely on empirical trials or Design of Experiments, are often resource-intensive. In response, WuXi Biologics has developed an intelligent design framework that streamlines media customization. This poster presents the synthesis of a novel genome-scale metabolic model with advanced machine learning, culminating in a 70% reduced labor burden.

Discuss This Poster

To discuss the data in this poster, please complete the form on the following page to connect with our experts.

Connect with our Experts