Hybrid framework integrates lattice Boltzmann method to enhance micro-scale modeling in wastewater treatment bioreactors, implying improved designs.
Conventional CFD predicts reactor-scale hydrodynamics in wastewater bioreactors but struggles with micro-scale phenomena. A hybrid multi-scale framework coupled with LBM offers a promising path for next-generation bioreactor design.
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Pae et al. (2026) studied this question.
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