Coordinate-Free Automatic Differentiation
The paper introduces a single, basis-independent derivative operator that works across different coordinate systems and geometric spaces. This operator can represent many complex geometric operations, such as curl or curvature, using existing automatic differentiation tools like JAX. This allows geometry to be handled algebraically rather than through fixed Euclidean coordinates.