Many researchers are required to master Domain Specific Languages (DSLs) for their work. DSLs are specialized programming languages for one specific application domain, offering tailored features and field-specific abstractions. However, DSLs are hardly ever the primary subject of interest for scientists but rather a means to an end to perform simulations or analyses. This poses a challenge, as researchers have to spend substantial time to learn DSLs, which limits the actual research of interest.