Visualization of tensors - part 1

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  • Опубликовано: 29 дек 2024

Комментарии • 560

  • @topkarat
    @topkarat 2 года назад +587

    Time to get smart on a Thursday morning.

    • @Neerzzz
      @Neerzzz 2 года назад +8

      Here its 21:32

    • @bryanb2653
      @bryanb2653 2 года назад +6

      Big learn

    • @corrompido7680
      @corrompido7680 2 года назад +6

      why of course
      the first coment I see in a completely random maths-physics video is one with homestuck pfp
      sure why not

    • @Aecor
      @Aecor 2 года назад +1

      Friday baby

    • @justanotherguy469
      @justanotherguy469 2 года назад +1

      2:10 a.m. Fri. morning. Lovin it!

  • @Phi1618033
    @Phi1618033 10 месяцев назад +120

    Finally, a proper explanation in plain English. Been trying to wrap my head around this for over a year now.

    • @timurgabdyshev1139
      @timurgabdyshev1139 10 месяцев назад

      why?

    • @TunaBear64
      @TunaBear64 6 месяцев назад +4

      ​@@timurgabdyshev1139Let's just say that people don't joke about the definition of a tensor being "a tensor" for no reason.

    • @spiderjerusalem4009
      @spiderjerusalem4009 3 месяца назад +3

      ​@@timurgabdyshev1139most of the time, it was defined without any motivation

  • @HitAndMissLab
    @HitAndMissLab 2 года назад +298

    This explanation with red and blue spaces is so good.
    It takes usually a whole year of studying to reach this level of intuition, and this video does it all in 10 minutes.
    Thanks for making the effort!

    • @Kumurajiva
      @Kumurajiva Год назад +7

      This is why pure math is simpler than physics, or applied math.

    • @gulamm1
      @gulamm1 8 месяцев назад +2

      Pure math may be simpler but how it is applied to understand physical phenomena is more important.

  • @scene2much
    @scene2much 2 года назад +64

    I've been trying to get a PERFECT understanding of Tensors for decades.... this was Wonderful!

  • @dialectphilosophy
    @dialectphilosophy 2 года назад +19

    Most intuitive and simple explanation of a tensor you can come across on RUclips!

  • @davidgoldgruber8541
    @davidgoldgruber8541 2 года назад +168

    Best and most compact explanation/visualization of the Cauchy stress tensor I have seen so far. Wish this video had existed a few years ago when I studied the topic at uni.

    • @not2tired
      @not2tired 9 месяцев назад

      Studying stress tensors at unicycle!

    • @ZETAREK-66
      @ZETAREK-66 Месяц назад

      @@not2tiredbruhh

  • @sethhhhhhhhhhhhhhh
    @sethhhhhhhhhhhhhhh 2 года назад +354

    This is a wonderful introduction!! This past semester, I took linear algebra and differential equations. Tensors were hiding in the background, as boogeymen that our teacher warned us we would come across later.
    Your visualizations were both beautiful and clear. Excited for the rest of the series!! :)

    • @bencrossley647
      @bencrossley647 2 года назад +4

      Worth sharing with your lecturer. They often appreciate a good resource!

    • @juniorcyans2988
      @juniorcyans2988 2 года назад +2

      Oh I’m gonna take differential equations this coming semester and linear algebra next semester. This is the first video I watched in 2023! I was wondering where I would encounter tensor, then you leaked a hint😂

    • @bobbwc7011
      @bobbwc7011 2 года назад +8

      Tensors are like John Wick ...it's not just the boogeyman, it's the thing you sent to kill the fucking boogeyman.
      Also, this is a very "accessible" introduction via physics and engineering. I've had a mathematician as professor when I took tensor calculus as a university-level engineering scientist.
      An absolute nightmare because the first half of the semester was pure mathematics, tensorproduct, tensor bundles, blargh, and only after a Guantanamo-level of torture - when you had gone blind from all the superscript and subscript indexes - the "practical" stuff started to show itself on the horizon.
      That class "Tensorrechnung and Tensoranalysis für Ingenieure" / "tensor algebra and tensor calculus for engineers" was my happiest 3.0 ("satisfactory", C) ever and I was the third best in class with that result LOL (such results used to be normality at German universities in the old pre-Bologna system).
      Sometimes mathematicians are simply evil people. :D

    • @-danR
      @-danR Год назад +1

      This video is the natural second step after Dan (no relation) Fleisch's video introduction to tensors.

    • @timothyjohnson1511
      @timothyjohnson1511 Год назад +1

      Thank you for presenting in dark mode, easy on the eyes. Looking for dark mode presentations of electrodynamics with dipole radiation, and accelerating charge.

  • @mikip3242
    @mikip3242 2 года назад +142

    Finally!!! Someone in RUclips decides to make the concepto of Tensor easier and meaningful to mortals.

    • @justanotherguy469
      @justanotherguy469 2 года назад +13

      You know, I was just thinking the same thing, but then it dawned on me that most mortals do not even know what a scalar is.

    • @anjanavabiswas8835
      @anjanavabiswas8835 Год назад +2

      @@justanotherguy469 Fair enough.

  • @visualchallenge2413
    @visualchallenge2413 2 года назад +40

    It is amazing what you can learn in 12 minutes ! I have no use for this information but I watched this video in order to get rid of the mystification about this subject that bothered me for more than 30 years. Thank you for this great effort of explanation.

  • @あい-w2o5m
    @あい-w2o5m 10 месяцев назад +16

    This is the world's easiest explanation of tensors. I wanted to see it when I was a college student over 30 years ago.

  • @yousefamar288
    @yousefamar288 2 года назад +19

    as an engineering student those 12 minutes here have more blessing than a 4 month course of my engineering program in university. Just Perfect

  • @omarfabbri5774
    @omarfabbri5774 23 дня назад +2

    it's crazy how it's simple to understand tensors after this video, Nice work

  • @leecolbert7943
    @leecolbert7943 6 дней назад +1

    Wish I saw visualizations like these before I had to tackle the subjects. Very well done, thank you!

  • @AlexBesogonov
    @AlexBesogonov 2 года назад +7

    This is the best introduction I've seen! People typically try to introduce tensors from the other direction, from the abstract side, and only at the end moving to matrix representation.

  • @gabitheancient7664
    @gabitheancient7664 Год назад +4

    you have no idea how good I feel seeing the springs moving with that specific sound, pls never abandon this sound, I need it together with springs, springs are so much cooler with this sound added

  • @yevgeniygorbachev5152
    @yevgeniygorbachev5152 2 года назад +30

    I'm working through the Eigenchris series right now, and I'm really excited to see other math/physics youtubers take a crack at it.

    • @cykkm
      @cykkm 2 года назад +4

      Eigenchris' lectures are amazing! He disposes with a few common conventions, both in notation (simply AB instead of common A⊗B); and, especially important, coordinate conventions (he doesn't normalize the unit in the direction of θ by 1/r), which makes their action the same as that of partial derivative. They _are_ PD's! The first time I saw that, I thought, wowzers, why do the most textbooks manage to kill this correspondence, so natural? First by tearing the 1/r out of the object, then sticky-taping it to it, because from now on you're bound to carry them together. And they don't mean anything anymore...

    • @justanotherguy469
      @justanotherguy469 2 года назад +3

      He is amazing and very detailed.

    • @Oxygenationatom
      @Oxygenationatom 8 месяцев назад

      ?

  • @t3db0t97
    @t3db0t97 11 месяцев назад +2

    Of all the videos I have watched on tensors, this is the first time I've *actually* understood them. Outstanding work!

  • @rantorakoto8785
    @rantorakoto8785 Год назад +25

    From the bottom of my heart, thank you 😭❤️ you simply did an amazing work. I've been unsuccessfully trying to understand this for 3 years, I eventually dropped out and just moved forward using tensors without having any idea of what it really is, but now, thanks to you, after 11 minutes, It's finally clear to me, so thank you very much.

    • @mathscottage5785
      @mathscottage5785 Год назад

      Exactly 💯💯💯💯...just amazing...no words...Bravo Bravo......

  • @adamb7088
    @adamb7088 2 года назад +6

    OMG!! I do believe I now know how important it is to calculate the Eigenvalues and Eigenvectors of a tensor field. Thanks.

  • @adrian_sp6def
    @adrian_sp6def 2 года назад +3

    The shortest and best vid aboud tensors! I really love short and compact videos like this. I do not have enough time on my life to watch >10min videos. In this video there is only knowledge without unnecessery staff around. BIG THANKS!

  • @DrDeuteron
    @DrDeuteron Год назад +3

    Great video for engineers. If you move beyond vector a arrows, and say, replace “Z” with cosine theta, then vectors are the things that can be rotated amongst themselves, and require a 360 degree rotation to remain unchanged. There are 3 of them.
    Rank 2 tensors are such things that require 180 deg. There are five of them.
    Rank 3 require 120 degrees, there are 7 of them.
    Keep going, and you have the spherical harmonics, which are a great way to visualize tensors, since you can draw them.
    Btw: the reason we even care about vectors and tensors is exactly these property under rotation, and ps: there are things that require 720 degrees of rotation to be unchanged. Hint: there are 2 of them.

  • @IAmNotARobotPinkySwear
    @IAmNotARobotPinkySwear Год назад +4

    This is like discovering the holy grail of explanation videos.
    Saved, and I'm gonna download an offline copy just in case.
    Thank you so much, subscribed.

  • @alexat62
    @alexat62 2 месяца назад +1

    Well done. Fantastic visualization. I was watching a RUclips tutorial by an MIT prof that was slow and boring. In comparison this is brilliant. Thanks!

  • @christopherneufelt8971
    @christopherneufelt8971 2 года назад +9

    Did you have enough? Are you happy? Finished? I am ready to have tears in my eyes, this is probably the best description of a complicated subject that I ever seen. Really beautifully made with clarity and insight. Bravo, bravo.

  • @colewunderlich7128
    @colewunderlich7128 2 месяца назад

    This was perfect. The physical intuition of a stress tensor really helped make everything click!

  • @rodrigoviverosphoto
    @rodrigoviverosphoto 10 месяцев назад +2

    FINALLY I understand Tensors, after 10 years of gratuation and all day watching ton of videos on YT haha, thanks!!!

  • @pianojay5146
    @pianojay5146 2 года назад +9

    came for tensor, staying for stunning visuals for material mechanics! great job!

  • @laurenwrubleski7204
    @laurenwrubleski7204 2 года назад +8

    I've been looking for a good explanation of tensors for years! I'm so excited for the rest of this series!!

  • @fitness60plus52
    @fitness60plus52 Год назад +1

    you know what? this is the first video ever (among zillions) that made me grasp what a tensor is about. 👍👌

  • @StefanosZormpas
    @StefanosZormpas Год назад +1

    the Chinese say "a picture, a thousand words" and I say "a video of yours, five years of university". My congratulations, keep up the excellent work

  • @evancarpenter
    @evancarpenter 2 года назад +2

    Holy smokes, this is the explanation that’s making it click for me
    After years of hearing how it’s a map and invariant and all the other things, seeing the relationship between the two spaces and exploring the relationship between the components helps a lot, incredible video!

  • @robocop30301
    @robocop30301 2 года назад +3

    This is the greatest video that was ever made.

  • @tim40gabby25
    @tim40gabby25 2 года назад +7

    Hi. As a complete curious amateur, this was perfectly clear. Well done.

    • @justanotherguy469
      @justanotherguy469 2 года назад +3

      That is how you know a teacher knows his stuff.

  • @michaelblankenau6598
    @michaelblankenau6598 Год назад +2

    Very well explained . Making clear what the geniuses have always understood .

  • @alexandreboulch5455
    @alexandreboulch5455 10 месяцев назад +1

    Best video on the stress tensor I’ve seen so far. Thanks!

  • @patrick1532
    @patrick1532 2 года назад +2

    4:24 Ugh, dude, I had to figure this out for myself when I took a mechanical design course in school. Prof just jumped straight into doing problems without explaining anything about what she was doing. Glad my understanding of it has been validated though.

  • @sumairahmad9464
    @sumairahmad9464 2 года назад +31

    Freaking amazing bro. Much appreciated. Can't thank you enough for taking the time out to make this for us!

  • @justanotherguy469
    @justanotherguy469 2 года назад +7

    Great video. It elevates my understanding of tensors to the level of intuition. Love your graphical presentation.

  • @dank3k
    @dank3k 2 года назад +8

    This is beyond cool. Please continue with the series!

  • @timothywelk3244
    @timothywelk3244 Год назад +2

    This is incredible. I wish I had your RUclips page when I was in college.

  • @thomaschiesa8202
    @thomaschiesa8202 2 года назад +3

    This deserves a standing ovation, a masterfully excellent video!!!

  • @DavidPumpernickel
    @DavidPumpernickel 6 месяцев назад +1

    Beautiful video, especially in showing the construction of a tensor space as the product of vector spaces

  • @tedsheridan8725
    @tedsheridan8725 2 года назад +6

    Very cool video. Even after taking two classes involving tensors (years ago), I never fully got them. This was very easy to understand naturally.

  • @kimchi_taco
    @kimchi_taco 2 года назад +2

    holy cow. I realized I didn't understand tensor in my Physics degree. Brilliant work! Thanks!

  • @LucyHealthy97
    @LucyHealthy97 2 года назад +2

    You have a beautiful brain! I feel so excited to watch your video. Please post visualization of tensors - part 2. I'm waiting for it

  • @eqwerewrqwerqre
    @eqwerewrqwerqre 2 года назад +7

    Pleaaasseee pleaaasssee post more of this series. There's such a lack of intelligible introductions to tensors on the internet. I've seen eigenchris's videos too and I think this is the best possible addition to his work as it approaches from an entirely different angle (visualization) and is extremely valuable to me. I would be eager to see why EM tensors are antisymmetric or really any continuation of this series, this was a great video. I've subscribed in the hopes of more

  • @davidjones5319
    @davidjones5319 Год назад +1

    Excellent. Best intro to the concept of tensors I’ve seen. Very helpful

  • @joejoejoe3
    @joejoejoe3 2 года назад +8

    At the end of my Calc III course a few weeks back I randomly stumped upon the idea of a tensor (namely trying to figure out if ∇𝐅 was meaningful,) so this couldn't have come out a better time. Definitely going to keep up with the series!

  • @kalpitkatpara2720
    @kalpitkatpara2720 Год назад +1

    My mind is completely blown by your explanation!!! amazing work! you are a real gem to humanity! 💕✌✌👍👍

  • @IoldxmanI
    @IoldxmanI Год назад +2

    This is the best explanation I have come across. Please release the second part.

  • @alfahad7433
    @alfahad7433 Год назад +1

    awesome! awesome! awesome! For the first time I understood the topic a bit. Please continue the series as I believe that there are a huge number of students feeling like me...🙏🙏🙏

  • @enricolucarelli816
    @enricolucarelli816 2 года назад +3

    Superb. This is the kind of videos that expand my mind. 👏👏👏👏👏

  • @Ammar2b
    @Ammar2b 2 года назад +1

    that's one of the greatest videos on RUclips for mechanical engineers!
    Thank you

  • @avocado1998
    @avocado1998 Год назад +1

    Best video I've ever watched. So clearly explained and the 3D visualisation is incredibly helpful when you're trying to learn this stuff. It's so hard to learn this just on paper in 2D without animations.

  • @DevRajyaguru-lx8pi
    @DevRajyaguru-lx8pi 2 года назад +2

    Best explanation of the tensors I found After years, Thank you so much!

  • @Midazc
    @Midazc Год назад +1

    Such a clean, concise explanation and visualization. Well done!

  • @gparizoto
    @gparizoto 2 года назад +4

    Beautiful physical interpretation of tensors, keep doing this great job!

  • @sanjaythorat
    @sanjaythorat 3 месяца назад +1

    Very simple and powerful explanation. Keep making more videos.

  • @btrees
    @btrees 2 года назад +1

    Awesome visuals and explanations. This is the video I’ve been waiting for all my life. Thanks for producing this.

  • @vanderkarl3927
    @vanderkarl3927 2 года назад +2

    I don't know why I wasn't subscribed before considering I watched and enjoyed all the halting problem and Bell Inequalities related videos!

  • @marcfruchtman9473
    @marcfruchtman9473 2 года назад +3

    Incredible visualization. Thank you for making this video.

  • @SigmaticDev
    @SigmaticDev Год назад +1

    This was such an exciting video to watch, I can't wait for more!
    Me: "Okay, there's less than a minute left to the video. Surely there are no more revelations. There's no way it can deepen my foundational understanding of tensors with a slight change to the demonstration..."
    udiprod: "Let's now drop the requirement for a symmetric matrix. These are now general second-order tensors."
    Me: :O

  • @ProkofievAMD
    @ProkofievAMD 2 года назад +2

    WOW ! after all these years I finally understand what a tensor is ! 😲 great video. Thanks from France 🇫🇷

  • @SoloRenegade
    @SoloRenegade 2 года назад +1

    Finally, a proper explanation of Tensors

  • @apoorvmishra6992
    @apoorvmishra6992 Год назад +3

    Eagerly waiting for part 2 buddy....

  • @zacknstuff1611
    @zacknstuff1611 8 месяцев назад +1

    This is the best video about tensors

  • @petersimon985
    @petersimon985 7 месяцев назад +1

    Hi, Thank you for making this great effort. Unselfish and straightforward video. ❤

  • @khajiit92
    @khajiit92 2 года назад +2

    always struggled with understanding tensors and this is the first one that's making it click, thanks so much!

  • @Ganerrr
    @Ganerrr Год назад +1

    i rlly like this style of video, keep it up!

  • @KalebPeters99
    @KalebPeters99 2 года назад +1

    This is such a remarkable introduction. Bravo 👏👏👏

  • @KM25263
    @KM25263 2 месяца назад

    Amazing. It has taken me. At least I can start working more on it. It is just adding another 3D-axis on an existing 3D axis. Thanks for such a hardwork

  • @joserodrigomorenolopez6651
    @joserodrigomorenolopez6651 Год назад +1

    Excelent video, makes visual everything that needs to be visualized. Congrats

  • @ale8088
    @ale8088 2 года назад +1

    Wow! Thanks a lot for this valuable content Sir!
    "2 vector spaces" related together by a correspondence between "label", the weighted raw combination of the matrix to obtain the vector that acts
    on a particular inclined slice (matrix product: namely a linear transformation) and
    the example of the sphere, where every direction in the first space have a realted direction in the second space,
    make finally reasonable understand why, in abstract math, tensors are defined directly like linear map between dual spaces.
    Whith only a table of 9 number (6 due to simmetry of this pshysic problem) it is possible to manage any slice no matter its orientation.
    Obvious: only if we assume hypothesis of linearity is true (and locally it is).
    If we think about this, it results amazing how mr Cauchy, a great Franch engeneer, in middle of 1800, realized all those ideas
    without linear algebra, rather founding linear algebra itself and matrix calculus.

  • @traderalex655
    @traderalex655 Год назад +1

    Great explanation and demonstration. Visualization is key to understanding.

  • @rudypieplenbosch6752
    @rudypieplenbosch6752 2 года назад +7

    This is very interesting, especially seeing electromagnetism as a tensor.

  • @BernhardWeber-l5b
    @BernhardWeber-l5b 2 года назад +1

    Most excellent explanations and visualization!!

  • @talhacals4729
    @talhacals4729 Год назад +1

    I am waiting the part 2 since this video uploaded. Please continue this incredible video

    • @udiprod
      @udiprod  Год назад +1

      Thanks! Part 2 should be ready in a few weeks.

  • @wander_rodrigues
    @wander_rodrigues Год назад +1

    Didática excelente! Vou assistir todos os vídeos do canal!

  • @floppy8568
    @floppy8568 Год назад +1

    I'm excited for part 2! You make great anumations! Keep it up!

  • @EMLtheViewer
    @EMLtheViewer Год назад +1

    I cannot stress enough how much this video helped me. (pun unintended, but welcome)
    Just reading about tensors was not enough, and I always wondered what exactly made them different from matrices. Thanks for this explanation!

  • @idrissmo418
    @idrissmo418 2 года назад +1

    finally, a better explanation than "tensors are a generalisation of scalars and vectors" nice

  • @maximpavlov5379
    @maximpavlov5379 2 года назад +1

    A very intersting and comprehensive explanation!

  • @colafish2152
    @colafish2152 2 года назад +2

    Amazing video, it give a vivid visual explanation to some very abstract mathematics-physics concept. Actually, I spend lot's of time to study these concept by myself, but I still can't fully understand these concept, what I learn from this video it worth then these book i read.

  • @safaahamdan5668
    @safaahamdan5668 10 месяцев назад +1

    This video is most credible great fantastic representation of tensor ❤❤❤

  • @ScienceAsylum
    @ScienceAsylum 2 года назад +2

    This is really well done!

  • @qdeanc
    @qdeanc Год назад

    This is so helpful 😭🙏

  • @bassamxp
    @bassamxp Год назад +1

    This is totally magnificent ... thank you. I'll make sure my students follow this video and the channel

  • @saraalidoost8870
    @saraalidoost8870 2 месяца назад

    I don't know how to appreciate your effort. Thanks a lot. You truly saved me.:))

  • @thevelar7139
    @thevelar7139 Год назад +1

    No way no way no way , can i cry just bcuz i understand it ,daamnnn you did exellent explanation man ❤❤❤❤❤❤❤

  • @kh4y3m
    @kh4y3m Год назад +1

    Awesome! Every time I'll teach linear algebra I'll make sure everyone see this video!

  • @grindstm
    @grindstm 2 года назад +1

    This is the tensor visualization I have been waiting for. Thanks!

  • @rohan.fernando
    @rohan.fernando 2 года назад +1

    Excellent visualisation and clear explanation.

  • @najahsaeed2006
    @najahsaeed2006 Год назад +1

    Thank you so much for the great effort in this video, all the best, and keep it up

  • @Kart-sl2qq
    @Kart-sl2qq Год назад +3

    This video was just sensational, thank you

  • @gorgolyt
    @gorgolyt Год назад +1

    Great explanation, fantastic work.

  • @garrygoodrege255
    @garrygoodrege255 2 года назад +1

    Wow..amazing animation..and explanation.

  • @natan4238
    @natan4238 8 месяцев назад +8

    this video is how i know my university meche department has no clue how to teach. in 12 minutes this video explains away most of the gaps from stress analysis because instead of using tensor math we just goofed off with random simplified equations

  • @casenc
    @casenc Год назад +2

    I can't wait for part 2!

  • @jaygokhale2133
    @jaygokhale2133 Год назад +1

    Really high-quality explanation. Thanks!

  • @fbkintanar
    @fbkintanar 2 года назад +1

    Nice visualization, it makes the details a lot more memorable.