Is there real materials have Lieb lattice structure?
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Plenty! The CuO$_2$ planes of cuprate superconductors are perhaps the most famous example, but in fact a lot of layered oxides are going to coordinate in this fashion. The Lieb lattice is essentially a two-dimensional counterpart of the "perovskite" structure, which is ubiquitous in nature.