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IbM model description (a) 2-D biofilm (granular type microbial aggregate is shown) in a square computational domain; (b) square grid elements discretizing the space, each containing several biomass particles; (c) individual biomass particles of different possible biomass types. All biomass particles within a single grid element experienced the same substrate concentrations (44).
