The cosmic web's hidden information: what filaments reveal

The cosmic web's geometry—clusters, filaments, walls, and voids—can be quantified through the eigenvalues of the tidal deformation tensor, revealing a Shannon entropy that measures information content invisible to standard density analysis. Filaments emerge as the dominant information carriers, while the entropy's evolution with cosmic time provides a new, independent way to measure the universe's expansion history and test dark energy models.