thumb|A cardioidthumb|right|200px|The caustic (optics)|caustic appearing on the surface of this cup of coffee is a cardioid.
thumb|A cardioidthumb|right|200px|The caustic (optics)|caustic appearing on the surface of this cup of coffee is a cardioid.
In geometry, a cardioid () is a plane curve traced by a point on the perimeter of a circle that is rolling around a fixed circle of the same radius. It can also be defined as an epicycloid having a single cusp. It is also a type of sinusoidal spiral, and an inverse curve of the parabola with the focus as the center of inversion. A cardioid can also be defined as the set of points of reflections of a fixed point on a circle through all tangents to the circle.
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).