Multi-objective optimization of oxygen transfer and hydrodynamic shear in dual-impeller stirred tanks via integrated computational fluid dynamics and machine learning framework

Bioresource Technology 2026

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Authors: Qingfeng Gu, Shuoyan Ji, Yongqiang Liu, Yongbo Wang, Junxiong Yu, Zejian Wang, Yingping Zhuang, Chao Li

DOI: 10.1016/j.biortech.2026.134166

Cited by: 2

References: 37

Fields of Study & Subjects

Fluid Dynamics and Mixing Viral Infectious Diseases and Gene Expression in Insects Odor and Emission Control Technologies

References 37