LondonShape no longer predicts biofilm function.
Confined flow paths redistribute shear as biofilm grows, so bulk structural metrics fail to forecast how water systems actually perform.
Water utilities now face pressure to model shear directly, not just biofilm thickness, researchers say.
Sources: Nature