Causality Detection via Symplectic Quandles
Amirbek Baxshilloyev

TL;DR
This paper demonstrates that enhanced symplectic quandle colorings can effectively detect causal structures in spacetime links, surpassing traditional polynomial invariants in discriminating complex link configurations.
Contribution
It introduces an enhanced symplectic quandle coloring invariant that improves causal detection in link diagrams beyond classical polynomial methods.
Findings
Enhanced invariants distinguish causally unrelated links from related ones.
The invariant's discriminating power increases with larger finite fields.
Transfer steps suggest the method's applicability along entire link sequences.
Abstract
We study whether symplectic quandle colorings can reveal causal structure encoded by "sky links" - i.e. links consisting of spheres of all light rays through two points in the space of all light rays of a spacetime. Building on the known limitations of the Alexander-Conway polynomial, we compare the connected sum of two Hopf links (which represents all causally unrelated situations) with the first two Allen-Swenberg links (that are the only known examples when this polynomial does not work). For each diagram we report both the quandle counting invariant (total number of colorings) and an enhanced version that records how many distinct colors appear in each coloring. In our tests over small finite fields, plain counts often agree across examples, but the enhanced invariant consistently separates the Hopf case from the Allen-Swenberg family, and becomes more discriminating as the field…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
