Identifying anomalies for re-activation. Based on the estimated mechanical properties, there were few MOFs that displayed relatively high mechanical strength, but nonetheless collapsed during the activation process. Two anomalies structures were identified, as presented in the grey region in Figure . The ref code names for these MOFs are HABQUY and DAKVUI. Given that they possess good mechanical strength and were viewed as anomaly cases, our initial plan was to re-attempt the activation process for these MOFs using the improved approaches. Our idea being that these type of computational analyses can aid in figuring out which of the collapsed MOFs can be improved upon with subsequent synthesis. However, interestingly, these MOFs were already successfully activated by other research groups and submitted under different code names.