This thesis investigates the construction of membranes using two-dimensional materials for hydrogen separation and ion transport and separation. It creates new knowledge in the roles of functional groups of the nanosheets in membrane properties. The findings advance the rational design of highly efficient separation membranes and nanofluidic devices.