What Are Tensors and Why Are They Important in Physics?

  • Context: Graduate 
  • Thread starter Thread starter 7777777
  • Start date Start date
  • Tags Tags
    Tensor
Click For Summary
SUMMARY

Tensors are fundamental mathematical objects that transform according to specific rules, crucial for understanding concepts in General Relativity (GR). They are defined as multilinear forms, represented mathematically as T: V^n → ℝ, where V is a vector space. Vectors are a specific type of tensor, specifically tensors of type (1,0), and the metric tensor is essential for operations involving vectors. Mastery of tensors simplifies complex calculations in physics and is indispensable for advanced studies in GR.

PREREQUISITES
  • Understanding of vector spaces and their properties
  • Familiarity with multilinear algebra concepts
  • Basic knowledge of General Relativity principles
  • Experience with mathematical transformations and coordinate systems
NEXT STEPS
  • Study the definition and properties of the metric tensor in General Relativity
  • Explore multilinear algebra and its applications in physics
  • Learn about tensor products and their significance in abstract algebra
  • Investigate the role of tensors in differential geometry and calculus on manifolds
USEFUL FOR

Students and professionals in physics, mathematicians focusing on algebra and geometry, and anyone seeking to deepen their understanding of tensor calculus and its applications in theoretical physics.

  • #31
PSarkar said:
But then how is the definition coordinate free? You are forced to choose some coordinates in order to work with tensors.

This depends on what you mean by "work" and in what context but the definition is clearly coordinate-free. I would suggest you take a look at Roman's linear algebra text.
 
Physics news on Phys.org
  • #32
Will be the Laplacian, \bigtriangledown ^2, in actually, a Tensor?? Will be a simplification of Hessian tensor?
 
  • #33
Come think in 2D. Given 2 values, a and b, it's possible to associate a point P with coordinates (a, b) and trace a straight between the origem and the point P. Ready, we have a vector! So, analogously, given 4 values (a, b, c, d), should be possible to associate these values with straight, and, somehow associate a plane with this straight. This, geometrically, would be a tensor. I think...
 
  • #34
WannabeNewton said:
This depends on what you mean by "work" and in what context but the definition is clearly coordinate-free. I would suggest you take a look at Roman's linear algebra text.

Can you explain why the multilinear array definition is coordinate free as this is not obvious to me. If you need to choose coordinates to get the tensor, then the tensor depends on which coordinates you choose. You definitely cannot write one down without choosing coordinates. This definition misses the essence of tensor which is independent of any coordinate and so we should have a definition and representation without coordinates.

I think jgens answer about collecting all the coordinate representation of the tensors together make sense since it will no longer depend on the coordinates. But the down side is you still can't write one down without coordinates.
 
  • #35
PSarkar said:
Can you explain why the multilinear array definition is coordinate free as this is not obvious to me.

Sorry when you said "the definition" I thought you were referring to the usual algebraic definition of a tensor as this is what I take to be "the definition" of a tensor. I find it hard to look at anything relying on coordinate representations as a definition hence I agree that a definition in terms of coordinate components is archaic and inferior for the reasons stated by you and others.
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 7 ·
Replies
7
Views
887
  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
5K
  • · Replies 11 ·
Replies
11
Views
4K
  • · Replies 9 ·
Replies
9
Views
4K
  • · Replies 26 ·
Replies
26
Views
3K
  • · Replies 4 ·
Replies
4
Views
4K