The science of touch in nonverbal communication is referred to as

The science of touch in nonverbal communication is referred to as haptics.

The term comes from Greek, where haptikos means touch. It is a form of nonverbal communication (without the use of words) using only touch to communicate. This is especially important in interpersonal human relationships, where touch can mean different things based on the level of relationship.