# Design on irregular domain

I am trying to get a design over some input parameters for a computer model, saying an input vector $X=(X_1,...,X_k)$. The domain of $X$ is irregular, not a hypercube (so I guess conventional Latin Hypercube design is not available).

I want to get a kind of space-filling design, if anyone can help me with this problem? Many thanks!