Introduction to 1-Forms

  Рет қаралды 1,224

Tensor Calculus - Robert Davie

Tensor Calculus - Robert Davie

Күн бұрын

This video introduces the idea of a 1-Form including its definition and how it acts on vectors. It looks at tangent and co-tangent spaces and how these spaces are related to vectors and 1-forms using pictorial representations to support the ideas covered.

Пікірлер: 8
@johnwarren8032
@johnwarren8032 2 ай бұрын
This is a good high-level review but I would not understand it at all without background. So thanks for the review, but if you want this to be truly helpful to people who don't understand the material you will have to explain key concepts with more care. For instance, the discussion of tangent vectors and tangent spaces is a hand-wave and it is unclear what the expression in terms of the derivative-like basis really means. I think it would be helpful to go through a more complete explanation, and explain that tangent vectors are actually linear functions from the space of continuous functions in the manifold to the reals. A tangent vector is like a little machine that measures how much any given real valued function on the manifold would change for an increment with the length and direction associated with that tangent vector. Concepts like this really need to be explained thoroughly for students to really get it, in my opinion. Thanks for the opportunity to give feedback.
@TensorCalculusRobertDavie
@TensorCalculusRobertDavie 2 ай бұрын
Thank you for your thoughtful feedback! You make an excellent point about the need for a more thorough explanation of key concepts like tangent vectors and tangent spaces, especially for viewers who are new to the material. I’ll certainly consider creating a follow-up video or expanding the current content to delve deeper into these foundational ideas. For example, explaining tangent vectors as linear functionals that measure the rate of change of functions on the manifold is a fantastic approach that could help bridge the gap for beginners. I appreciate your suggestion and your engagement with the content-it helps me refine these explanations to be more accessible for all viewers. Stay tuned for updates!
@BCarli1395
@BCarli1395 Ай бұрын
Thanks. This is a good way to visualize-it “clicked” for me.
@TensorCalculusRobertDavie
@TensorCalculusRobertDavie Ай бұрын
Thanks for that feedback. Cheers.
@lkapitan8232
@lkapitan8232 5 ай бұрын
Thank you for this, I've really been struggling with the concepts.
@TensorCalculusRobertDavie
@TensorCalculusRobertDavie 4 ай бұрын
I'm glad to hear you found it helpful. Cheers.
@BrotherBobby-IN
@BrotherBobby-IN 7 ай бұрын
What's the difference between tangent space and cotangent space?
@TensorCalculusRobertDavie
@TensorCalculusRobertDavie 7 ай бұрын
Great question! The concepts of tangent space and cotangent space are fundamental in differential geometry and general relativity. Here's a detailed explanation: Tangent Space The tangent space at a point on a manifold is the set of all possible tangent vectors at that point. Intuitively, you can think of the tangent space as a plane that "touches" the manifold at a given point, containing all the directions in which one can tangentially pass through that point. For a manifold 𝑀 at a point 𝑝, the tangent space is denoted by 𝑇_𝑝𝑀. Example: Consider a 2D surface (like a sphere) in 3D space. The tangent space at a point on the surface is the plane that just touches the sphere at that point, containing all possible directions you can move while staying on the surface. Cotangent Space The cotangent space at a point on a manifold is the dual space to the tangent space. While the tangent space consists of tangent vectors, the cotangent space consists of covectors (also known as one-forms). These are linear functionals that take a tangent vector and return a real number. For a manifold 𝑀 at a point 𝑝, the cotangent space is denoted by 𝑇_𝑝^∗𝑀. Example: If you have a function 𝑓 defined on the manifold, the gradient of 𝑓 at a point 𝑝 is an element of the cotangent space at 𝑝. This gradient can take any tangent vector at 𝑝 and return the rate of change of the function 𝑓 in the direction of that vector. Key Differences Nature: Tangent vectors are elements of the tangent space and represent directions in which one can move on the manifold. Covectors (one-forms) are elements of the cotangent space and are linear functionals acting on tangent vectors. Duality: The cotangent space is the dual space to the tangent space. This means each element of the cotangent space is a linear map that takes an element of the tangent space and returns a scalar. Dimensions: At each point 𝑝 on an 𝑛-dimensional manifold, both the tangent space 𝑇_𝑝𝑀 and the cotangent space 𝑇_𝑝^∗𝑀 are 𝑛-dimensional vector spaces. Application: Tangent vectors are used to describe velocities and directions of curves on the manifold. Covectors are used to describe gradients, differentials, and other quantities that can act on tangent vectors. Visualization Imagine standing on a hill: The tangent space at your feet represents all possible directions you can walk. The cotangent space can be thought of as representing measurements of how steep the hill is in various directions. Each co-vector in the cotangent space can tell you the slope (rate of change) of the hill in a specific direction. I hope this helps clarify the distinction between tangent and cotangent spaces! If you have any further questions, feel free to ask.
Introduction to 2-Forms
20:25
Tensor Calculus - Robert Davie
Рет қаралды 761
The Pullback of 2-forms
14:49
Tensor Calculus - Robert Davie
Рет қаралды 369
vampire being clumsy💀
00:26
Endless Love
Рет қаралды 31 МЛН
Кровавый лидер #сталин #китай #мао
00:55
Послезавтра
Рет қаралды 3,5 МЛН
SPLASH BALLOON
00:44
Natan por Aí
Рет қаралды 24 МЛН
Dual Space
11:24
Dr Peyam
Рет қаралды 118 М.
Everything You Need to Know About VECTORS
17:42
FloatyMonkey
Рет қаралды 1,3 МЛН
What's a Tensor?
12:21
Dan Fleisch
Рет қаралды 3,8 МЛН
Differential Geometry in Under 15 Minutes
13:37
Qilin Xue
Рет қаралды 129 М.
Manifolds #5: Tangent Space (part 1)
17:27
qncubed3
Рет қаралды 12 М.
Visualization of tensors  - part 1
11:41
udiprod
Рет қаралды 639 М.
Introduction to Differential Geometry: Curves
10:25
Faculty of Khan
Рет қаралды 163 М.
The Pullback of k-forms
19:13
Tensor Calculus - Robert Davie
Рет қаралды 362
vampire being clumsy💀
00:26
Endless Love
Рет қаралды 31 МЛН