Tensors & Index Notation

Tensors generalize scalars, vectors, and matrices to objects with any number of indices that transform according to specific rules under coordinate changes. Index notation provides a compact way to express tensor operations without writing out full summations.

The Einstein summation convention and the distinction between upper (contravariant) and lower (covariant) indices form the essential vocabulary for working with tensors on manifolds.