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

In summary, the person is currently knowledgeable in differential and integral calculus for functions with 1 variable and has a basic understanding of linear algebra. They are now learning differential and integral calculus for real functions with multiple real variables and are considering studying tensor calculus. The speaker recommends having a good understanding of multivariable calculus and suggests the book "Introduction to Vectors and Tensors" by Bowen & Wang as a helpful resource for learning tensor calculus. They also mention that many other texts assume prior knowledge of abstract algebra, which is used to define key concepts in tensor calculus.
  • #1
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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  • #2
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
 

1. Am I required to have a strong background in mathematics to learn tensor calculus?

No, while a basic understanding of calculus and linear algebra is helpful, it is not necessary to have an advanced mathematical background to learn tensor calculus. As long as you have a solid understanding of fundamental mathematical concepts and are willing to put in the effort to learn, you can successfully learn tensor calculus.

2. How difficult is it to learn tensor calculus?

Tensor calculus can be a challenging subject for those who are new to it, as it involves abstract concepts and complex mathematical notation. However, with dedication and practice, it is definitely possible to grasp the fundamentals of tensor calculus and become proficient in it.

3. What are some real-world applications of tensor calculus?

Tensor calculus has a wide range of applications in various fields, such as physics, engineering, and computer science. Some specific examples include general relativity, fluid mechanics, and machine learning algorithms.

4. Are there any good books for learning tensor calculus?

Yes, there are many great books available for learning tensor calculus. Some popular options include "Tensor Calculus for Physics" by Dwight E. Neuenschwander and "A Guide to Tensor Calculus for General Relativity" by David C. Kay.

5. How can I practice and improve my understanding of tensor calculus?

The best way to improve your understanding of tensor calculus is to practice solving problems and working through examples. You can also seek out online resources and tutorials, as well as joining study groups or seeking guidance from a mentor or tutor.

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