Tensor field

In mathematics and physics, a tensor field is a function assigning a tensor to each point of a region of a mathematical space (typically a Euclidean space or manifold) or of the physical space. Tensor fields are used in differential geometry, algebraic geometry, general relativity, in the analysis of stress and strain in material object, and in numerous applications in the physical sciences. As a tensor is a generalization of a scalar (a pure number representing a value, for example speed) and a vector (a magnitude and a direction, like velocity), a tensor field is a generalization of a scalar field and a vector field that assigns, respectively, a scalar or vector to each point of space. If a tensor A is defined on a vector fields set X(M) over a module M, we call A a tensor field on M.[1] Many mathematical structures called "tensors" are also tensor fields. For example, the Riemann curvature tensor is a tensor field as it associates a tensor to each point of a Riemannian manifold, which is a topological space.

Compared to a scalar field which has 1 value at a given point, and a vector field which has 2 (direction and magnitude), a tensor field has more than 2 values at each point, here represented by an ellipse at each point with semi-major axis length, semi-minor axis length, and direction
  1. ^ O'Neill, Barrett. Semi-Riemannian Geometry With Applications to Relativity

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