Yes and no. On systems with relatively low RAM, such as 8GB or 4GB, installing more RAM may result in fewer page faults, as there is now more RAM available to accommodate more memory pages. But on newer systems with 16GB, 32GB, or more RAM, adding additional memory is unlikely to significantly reduce the chances of page faults.