Art’s Hidden Topology
This collection is generated with SDXL and scored using persistent homology, following Dmitruk et al. (2026), Art’s Hidden Topology: A window into human perception (DOI 10.1101/2024.10.16.618741).
The paper finds that eminent abstract artists intuitively balance interior shapes against the canvas frame at a specific rate of Alexander duality violation (ADV) — near 0.4 on a scale from 0 (perfect duality) to 2 (maximum violation).
Each wallpaper here is accepted when its computed ADV lies within tolerance of that golden rule, using cubical-complex filtrations from dark-to-light and light-to-dark.
Works are composed at 3216×1440 pixels (20:9) for modern phone panels. Browse the gallery and download any piece for your home screen.
School labels (Kandinsky, Pollock, Rothko, and others) describe visual style only. Wallpapers are original AI-generated compositions inspired by those traditions; they are not affiliated with any artist, estate, or gallery.