This intricate maze connects the dots on quasicrystal surfaces

Called a Hamiltonian cycle, the winding loop touches every point without crossing itself

A snowflake-shaped collecting of winding and looping black lines on a white background, resembling a dense maze

This maze of spirals and spikes is a path that touches every vertex in an Ammann-Beenker tiling without crossing itself. The tiles are omitted for clarity.

S. Singh, J. Lloyd and F. Flicker/Physical Review X 2024

This maze of jagged curls looks like something out of the world’s hardest puzzle book. How fast do you think you can solve it?

Stuck? Don’t worry. It’s actually more of a connect the dots puzzle.

The labyrinthine black path is the shortest nonintersecting route to connect every point on a kaleidoscopic, “quasicrystalline” surface, researchers report July 10 in Physical Review X.

Shobhna Singh, a theoretical physicist at Cardiff University in Wales and her colleagues examined a type of pattern known as an Ammann-Beenker tiling, which fills a two-dimensional space using square- and rhombus-shaped tiles. Like some kaleidoscope images, Amman-Beenker tilings are organized but the pattern doesn’t repeat itself regularly. The atoms in certain types of quasicrystals — ordered but nonrepeating chemical structures — adopt a similar geometry (SN: 10/5/11).

A repeating pattern made of blue rhombuses and white squares, resembling tiled flooring.
In an Ammann-Beenker tiling (one shown), squares and rhombuses fill a 2-D space with an organized pattern that doesn’t perfectly repeat itself.Claudio Rocchini/Wikimedia (CC BY 3.0)

The researchers found a path that touches on every vertex in an Amman-Beenker tiling, without crossing itself, before ending back where it started. Called Hamiltonian cycles, these pathways form a closed loop that you can trace without picking up your finger.

Solving a Hamiltonian cycle for even one type of tiling is no small feat. But this particular cycle — and possibly others — could help address scientific challenges. For example, it could make certain quasicrystals more efficient catalysts, substances that reduce the energy required for a chemical reaction. In theory, if molecules involved in the reaction arranged themselves along the Hamiltonian path of such a quasicrystal, they could attach to the surface with maximum efficiency.

Moving forward, the team will search for Hamiltonian cycles on other types of tilings, Singh says. They’re also looking for new ways to apply their Hamiltonian cycle to existing challenges. “The most interesting application could be one which we have not thought about.”

Skyler Ware was the 2023 AAAS Mass Media Fellow with Science News. She has a Ph.D. in chemistry from Caltech, where she studied chemical reactions that use or create electricity.