Understand Tensors: Difference from Matrices

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Discussion Overview

The discussion centers around understanding tensors, particularly the differences between tensors and matrices, with a focus on rank 2 tensors. Participants seek clarification on the concept without delving into the complexities of general relativity (GR) mathematics.

Discussion Character

  • Exploratory, Conceptual clarification

Main Points Raised

  • One participant expresses uncertainty about the concept of tensors and requests explanations or resources.
  • Another participant highlights the importance of dual vector spaces in the context of tensors, referencing covariance and contravariance.
  • A third participant suggests that explaining tensors comprehensively may be too extensive for the forum and recommends Sean Carroll's lecture notes on GR as a resource.
  • A fourth participant mentions an alternative web version of Carroll's material, noting that it may be more accessible but warns that it may lack depth.

Areas of Agreement / Disagreement

Participants do not reach a consensus on a single explanation or resource for understanding tensors, and multiple viewpoints and resources are presented.

Contextual Notes

Some participants indicate that the discussion may not cover all necessary assumptions or definitions related to tensors and matrices, leaving certain aspects unresolved.

Silviu
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Hello! I am not really sure I understand the idea of tensors and the difference between them and normal matrices, for example (for rank 2 tensors). Can someone explain this to me, or give me a good resource for this? I don't want a complete introduction to GR math, I just want to understand the idea of tensors for now. Thank you!
 
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There's also the web version of Carroll's material, starting here: https://www.preposterousuniverse.com/grnotes/
OP may find that the "no-nonsense introduction" better meets their needs, but should be warned that some corners are being cut there.
 

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