Are all deserts surrounded by mountains?

No, not all deserts are surrounded by mountains. While some deserts, such as the Great Basin Desert in the United States, are indeed partially or fully surrounded by mountains, many others are not. For example, the Sahara Desert in Africa is largely flat and open, with no significant mountain ranges nearby.