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Updated: Sep 13, 2025

Creating Rapid Oxygen Oscillations in Microbial Single-cell Growth Analysis using a Microfluidic Double-layer Device
Published on: July 18, 2025
Muhang Li1,2, Ran Tang1,2, Yifei Li3
1Center of Ultra-Precision Optoelectronic Instrument Engineering, Harbin Institute of Technology, Harbin 150080, China.
A new dynamic parameterized predictive control (DPPC) method improves dissolved oxygen (DO) distribution in bioreactors. This advanced control strategy ensures faster, more stable oxygen supply for sensitive culture systems.
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