An institute is an organization that may be dedicated to a particular task or trade, such as scientific research.
The phrase “institute club” is used in the United Kingdom to describe an organization similar to a youth club, but for adults.
In academic writing, an organization is founded to coordinate a research project among members of a group of individuals who share the purpose of the organization and therefore act as a team. The institute is often sponsored by university departments.