The term for the space in between atoms is called the interatomic space or atomic void. This space is crucial in determining the physical properties of materials, such as density, thermal conductivity, and electrical conductivity. Atoms do not touch but are held together by forces like covalent, ionic, or van der Waals bonds. The arrangement and distance between atoms within a substance can greatly impact its structural stability and reactivity.