Articles

Writing on machine learning, statistics, and the geometry underneath both.

Weather Data Lives on a Sphere. Our Statistics Should Too.

Using geometry and group symmetry to track heat patterns on Earth — Fréchet means, geodesic PCA, and rotation equivariance applied to real ERA5 temperature data, with the Euclidean failure modes measured rather than assumed.

July 2026Read →