Stored procedures are precompiled collections of SQL statements and optional control-flow statements stored under a name and processed as a unit. They are used to encapsulate repetitive tasks, enforce business rules, and improve performance in database operations. In the context of Nanotechnology, stored procedures can streamline data management, enhance data security, and support complex simulations.