At first, you *can* think of tensors as multi-dimensional arrays—-but there’s more to them than that. Here’s an earlier thread I wrote if you want to catch up!https://twitter.com/astroparticular/status/1154089773344030720?s=20 …
PhD student of Theoretical Particle Physics @UCIrvine l @NSF Fellow l Physics & Math Animations l Patreon: https://www.patreon.com/inertialobserver …
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(Ángel)μν Retweeted (Ángel)μν
At first, you *can* think of tensors as multi-dimensional arrays—-but there’s more to them than that. Here’s an earlier thread I wrote if you want to catch up!https://twitter.com/astroparticular/status/1154089773344030720?s=20 …
(Ángel)μν added,
The µ’s and v’s indicate the indices of a tensor. You’ll notice that some indices are downstairs and some upstairs. This is because the lower indices are in the “dual-space.” These have the property of mapping a vector to ℝ. Don’t worry, we’ll come back to this.pic.twitter.com/NCUHNP2IjO
In the same clip, we can categorize our tensors depending on how many indices are downstairs or upstairs. Rank = (down, up). The first contraction is between a rank (2, 0) tensor and a rank (0, 2) tensor. The second is between a rank (1, 0) tensor and a rank (0, 1) tensor.pic.twitter.com/vdMA7a5Ws5
Now, when we multiply two tensors together, we 𝑐𝑜𝑛𝑡𝑟𝑎𝑐𝑡 them; that is, we sum the products of elements under that shared index. Think “dot-product.” This has the effect of lowering the dimensions of a tensor. rank(2, 0) × rank(0, 2) ⭢ rank(0, 0) : a scalar
However, contraction is mediated by something called the 𝑚𝑒𝑡𝑟𝑖𝑐 𝑡𝑒𝑛𝑠𝑜𝑟, which can change the rank of a tensor. Here we see it operate on a four-vector so that: rank(0, 1) ⭢ rank(1, 0) Which lets us perform a contraction with a rank (0, 1) tensor!pic.twitter.com/reyd8TYIXd
Matrices are pretty unwieldily to work with. So we take advantage of tensors and their symmetries (and anti-symmetries). Below we can express the Faraday Tensors for the E&M field as tensors and not matrices.pic.twitter.com/wp3qwYNcvx
By taking advantage of tensors properties, we can express the four Maxwell Equations in two equations. This also has the benefit of translating E&M into relativity much more easily.pic.twitter.com/xJJbuyWsKw
Spot the tensors (and maybe some familiar ones) from this thread in the Einstein field equation, or the Lagrangian of the Standard Model below!pic.twitter.com/PM3Ft78Izf
IC: The Spectrum of Riemmanium LaTeX StackExchange
Video clips made with 3Blue1Brown's manim engine
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