Sometimes, the amount adsorbed of polar gas such as carbon dioxide in MOFs for the experimental measurements are significantly higher than the simulations, Do you know why? Note that the MOF in this case is not open metal.
MOF's can be considered to be somewhat flexible structures sometimes. This flexibilty, results CO2 presence to create even more space than before. Hence, MC only simulations may not be enought to simulate what happens in real life, instead MD simulations inbetween are also needed.
All of this, of course assumes the MOF-CO2 interactions are all set correctly.
However, I have checked MC adsorption of other gases such as hydrogen sulphide, water, Methane and Ethan in same MOF and I have got well matched with experimental measurements. But for MC adsorption of carbon dioxide is lower than experimental.