“…Because of its high sensitivity to the operating conditions [1,13,14], a diversity of one [28][29][30] and two [1,5,8,9,12,13,15,21,[31][32][33] dimensional models, such as pseudo-homogeneous models [1,5,8,9,12,13,[15][16][17][18][19][20][21]31,[33][34][35][36], pseudo-heterogeneous models [3,7,16,27,37] or heterogeneous models [38][39][40][41][42][43], have been assessed. Some models (~5%) have accounted for fluid dynamics [5,33], while others (~ 95%) follow the conventional plug flow approach [1]<...…”