Am I ready to learn tensor calculus? And what's a good book for it?

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SUMMARY

To effectively learn tensor calculus, a solid understanding of multivariable calculus and linear algebra is essential. The discussion highlights that while foundational knowledge in differential and integral calculus for multiple variables is necessary, curiosity and a willingness to explore tensors can be beneficial. A recommended resource is "Introduction to Vectors and Tensors" by Bowen & Wang, which provides a comprehensive introduction without assuming extensive prior knowledge. The text covers essential concepts in linear and multilinear algebra, as well as vector and tensor analysis.

PREREQUISITES
  • Differential and integral calculus for functions of multiple variables
  • Linear algebra fundamentals, including matrices and determinants
  • Basic understanding of multivariable calculus
  • Familiarity with abstract algebra concepts such as vector space and inner product
NEXT STEPS
  • Study multivariable calculus in depth
  • Explore linear algebra concepts, focusing on vector spaces and dual spaces
  • Read "Introduction to Vectors and Tensors" by Bowen & Wang
  • Investigate additional resources on tensor analysis and its applications
USEFUL FOR

This discussion is beneficial for students and self-learners interested in advancing their mathematical knowledge, particularly those aiming to understand tensor calculus and its applications in physics and engineering.

Tosh5457
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Hi, the only thing I know is differential and integral calculus for functions with 1 variable and the basics of linear algebra (solving linear systems with matrices, determinants, etc...) . I'm currently learning differential and integral calculus for real functions with multiple real variables, and I can study more linear algebra if it's needed to learn tensor calculus.

Am I ready to learn tensor calculus knowing what I know? And can you recommend a good book for it? Thanks :smile:
 
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You'll want a good understanding of multivariable calculus, but that's no reason not to learn a bit about tensors, if you're curious and have a good introduction at a suitable level. I've found Bowen & Wang: Introduction to vectors and Tensors helpful. Many other texts assume knowledge of the material which they explain in the early chapters, the abstract algebra used to define concepts such as relation, function, group, algebraic field, vector space, dual space, inner product.

Vol 1: Linear and Multilinear Algebra
Vol 2: Vector and Tnsor Analysis
 

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