Topological notions
Fiber bundles
Let \(X\) be a manifold over a field \(F\).
Definition 1: a fiber \(V_x\) at a point \(x \in X\) on a manifold is a finite dimensional vector space. With the collection of fibers \(V_x\) for all \(x \in X\) define the fiber bundle as
\[ V = \bigcup_{x \in X} V_x. \]
Then by definition we have the projection map \(\pi\) given by
and its inverse
Similarly, a dual fiber \(V_x^*\) may be defined for \(x \in X\), with its fiber bundle defined by
Definition 2: a tensor fiber \(\mathscr{B}_x\) at a point \(x \in X\) on a manifold is defined as
\[ \mathscr{B}_x = \bigcup_{p,q \in \mathbb{N}} \mathscr{T}^p_q(V_x). \]With the collection of tensor fibers \(\mathscr{B}_x\) for all \(x \in X\) define the tensor fiber bundle as
\[ \mathscr{B} = \bigcup_{x \in X} \mathscr{B}_x. \]
Then for a point \(x \in X\) we have a tensor \(\mathbf{T} \in \mathscr{B}_x\) such that
with \(T^{ij}_k \in \mathbb{K}\) holors of \(\mathbf{T}\). Furthermore, we have a basis \(\{\mathbf{e}_i\}_{i=1}^n\) of \(V_x\) and a basis \(\{\mathbf{\hat e}^i\}_{i=1}^n\) of \(V_x^*\).
Definition 3: a tensor field \(\mathbf{T}\) on a manifold \(X\) is a section
\[ \mathbf{T} \in \Gamma(X, \mathscr{B}), \]of the tensor fiber bundle \(\mathscr{B}\).
Therefore, a tensor field assigns a tensor fiber (or tensor) to each point on a section of the manifold. These tensors may vary smoothly along the section of the manifold.