Solving the Wave Equation with Separation of Variables... and Guitar String Physics

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  • Опубликовано: 22 июл 2024
  • This video explores how to solve the Wave Equation with separation of variables. This is a cornerstone of physics, from optics to acoustics, and we use the physics of guitar strings to make this intuitive.
    @eigensteve on Twitter
    eigensteve.com
    databookuw.com
    This video was produced at the University of Washington
    %%% CHAPTERS %%%
    0:00 Introduction
    5:14 Initial Conditions and Boundary Conditions for the Wave Equation
    8:40 Separation of Variables
    16:24 Solving the ODEs for Space and Time
    29:25 General Solution of the Wave Equation
    32:24 Recap
    34:50 Guitar String Physics
    41:06 Method of Characteristics
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Комментарии • 68

  • @fabiofarina9579
    @fabiofarina9579 Год назад +18

    Fun fact about history of music and science. Equal temperament, the way we divide octaves in notes in multiple log_2(1/12) was rediscovered in mid1500 by Vincenzo Galilei. He's Galileo father

    • @Eigensteve
      @Eigensteve  Год назад +7

      Whoa, that is super cool! I didn't know that

  • @user-lo4ud4hg1t
    @user-lo4ud4hg1t Год назад +1

    Excellent, truly. Thank you for posting.

  • @user-ty3rd4uq6i
    @user-ty3rd4uq6i 7 месяцев назад +2

    This guy is incredible. he has helped me so much.Thank you so much

  • @mathhack8647
    @mathhack8647 8 месяцев назад +2

    Ce valeureux Professeur est génial, il a le don d'enseigner et de simplifier les concepts qu'on prenait parfois pour des citadelles impénétrables . Un grand Merci pour vous cher Monsieur . may God Bless you , I know it's hard, but. you have to publish more for the best of your thirsty and faithful audience, . Thanks,

  • @faribabiyouki1500
    @faribabiyouki1500 3 месяца назад

    Thank you for the informative video.

  • @rumeysabilcan3481
    @rumeysabilcan3481 Год назад

    this video is perfect🥰 thank you so much

  • @ravenecho2410
    @ravenecho2410 Год назад +5

    for the negative sign, similar to the heat equation video, diffision was negative bc it was the state returning to equillibrium (exuding heat to the env), similarly the string will be returning to equillibrium in a non-preturbed state (at rest)
    at least kinda how i think of it, might help others with sign of lambdas

  • @khaledqaraman
    @khaledqaraman 9 месяцев назад +1

    Frequency: number of waves passing by a specific point per second. Period: time it takes for one wave cycle to complete. The relation between frequency (f) and time period (T) is given by f=1/T. Notice that (f) increases when L is shortened.

  • @Rosalies_
    @Rosalies_ 11 месяцев назад

    Really good analysis. Would love a 2D adaptation to emphasize interactions between indices :)

  • @juancarlossanchezveana1812
    @juancarlossanchezveana1812 4 месяца назад

    Amazing. Thanks

  • @Tom-sp3gy
    @Tom-sp3gy Месяц назад

    You are the best ever!

  • @mikebull9047
    @mikebull9047 Год назад +9

    the step to eliminate the sin solution part is not clear. and the constant c is employed twice in 2 different uses-
    But that's nitpicking. great lecture

    • @Eigensteve
      @Eigensteve  Год назад +2

      Thanks for letting me know -- always good to know what could be more clear.

    • @ares9748
      @ares9748 10 месяцев назад

      He removed the sin part because sin(c£t) when t= 0 is equal to zero.
      Sin (0) = 0 . So we removed it .
      Because according to initial condition when t= 0 , U(x,0) = f(x).

    • @alengm
      @alengm 9 месяцев назад +1

      ​@ares9748 that just means that sin in G doesn't contribute to u at t=0. It still doesn't contradict the initial condition, so why remove it?

  • @DaviidReiis
    @DaviidReiis Год назад +8

    TIL: fingers on guitar strings are high-pass filters

  • @pain4743
    @pain4743 29 дней назад

    Amazing, Than you

  • @shakennotstired8392
    @shakennotstired8392 Год назад +8

    Maybe the sin term in the general solution for G(t) should not have been dropped off? the coefficient associated with that term will be determined by a 2nd initial condition, i.e., u"(x,0).

    • @kingsgambit
      @kingsgambit Год назад +1

      agreed!

    • @user-mw3ij1gf4o
      @user-mw3ij1gf4o Год назад

      agreed! +1

    • @awsomeguy3291
      @awsomeguy3291 10 месяцев назад +1

      Yeah since it's second order we need two I.C's.

    • @khaledqaraman
      @khaledqaraman 9 месяцев назад +3

      At 28:08 he assumed implicitly that dU/dt (x,0) =0 which means the initial velocity is zero. So that's an extra initial condition that was not mentioned at the beginning.

  • @ruhulhowlader716
    @ruhulhowlader716 Месяц назад

    Professor please show me that when a unit mass as a wave propagate and transfer energy to the mass energy is kept constant. I can find particle velocity and shear strain for a shear wave and the displacement at a particular point for any time t but I don’t get the total energy of at the point does not main the same value. As shear strain is directly related to the particle velocity, is it that I have to consider either particle velocity or shear strain plus displacement related velocity in the perpendicular direction of displacement. Please help me.

  • @matthewsarsam8920
    @matthewsarsam8920 Год назад

    wouldn't g(t) have the cos term dropped rather than the sin?

  • @rakshitjoshi932
    @rakshitjoshi932 Год назад +4

    I hope you delve a bit into seismology too :)

  • @kritb3345
    @kritb3345 Год назад

    Would lambda be the eigen vectors and Bn be the eigen values? When I imagine an infinite sum of frequencies forming a solution, I think of each frequency as the eigen vector and Bn is the correct weight. I may be confusing eigen vectors for Fourier basis functions...

    • @rajinfootonchuriquen
      @rajinfootonchuriquen Год назад

      A linear combination of eigenvector don't need to be weigthed by its eigenvalues. In this case, the sines are eigenvector or "eigenfunction" of the differential operator, lambdas are the eigenvalues, and the Bs are the unique weights that can form the initial distribution with the fourier series.

  • @edcoad4930
    @edcoad4930 Год назад +1

    "resonates" - very good. Comedy aside, great video.

  • @SergeyPopach
    @SergeyPopach Месяц назад

    it turned out to be that we got a vector space with orthonormal basis of infinite dimension that has infinite amount eigenfunctions and their corresponding eigenvalues… just like in quantum physics

  • @rajatsingh-te2wf
    @rajatsingh-te2wf Год назад +1

    Sir, why are they called eigen values and eigenfunction. Kindly explain. Your small effort will be a great help to me.thanks

    • @Dawlada
      @Dawlada 10 месяцев назад

      I would recommend you to refer Linear algebra to understand that point. Once you understand eigenvalues it will be easy to understand eigenfunction. It is a bit tough but very beautiful.

  • @doc3row
    @doc3row 3 месяца назад

    Newton wanted to apply music theory to his prism spectrum. He could "see" 6 colours. Red orange yellow green blue and the darker blue that he called Violet. But diatonic scale A-G is 7 notes. So he invented "indigo" to appear between blue and violet. Musical string analogy achieved 👍

  • @mathjitsuteacher
    @mathjitsuteacher Год назад +2

    Hi Steve, the last video you posted was the separation of variables one. I believe you skipped a video.

    • @Eigensteve
      @Eigensteve  Год назад +2

      If you go to the "Vector Calculus and PDEs" playlist, they should all be there in order.

  • @thomasjefferson6225
    @thomasjefferson6225 10 месяцев назад

    Id die of embarsmemt having someone record me playing a guitar lol.😅

  • @Tyokok
    @Tyokok Год назад

    Steve, why you call lambda square Eigenvalue? How does this relate to matrix Eigenvalue? Thank you so much again for such vivid elegant explanation of wave equation video!

    • @rajinfootonchuriquen
      @rajinfootonchuriquen Год назад +1

      If you think of a differential operator D, applying to a function and setting a eigenvalue problem is:
      D(y) = a*y
      where "a" is a scalar and "y" is a real-value function. Solving for "y" gives y=e^(ax), so you can see that e^(ax) is an eigenvector or "eigenfunction", meanwhile "a" is it's eigen value.
      In this case, the eigenvalues are infinitly many because it's a partial differential equation, meaning that it's has infinite solution. In a normal ODE, has finite many of them, so there is finite quantity of solutions.

    • @Tyokok
      @Tyokok Год назад +1

      @@rajinfootonchuriquen WOW! clear! Really appreciate it Daniel!

    • @rajinfootonchuriquen
      @rajinfootonchuriquen Год назад +1

      @@Tyokok your welcome :)

    • @Tyokok
      @Tyokok Год назад

      @@rajinfootonchuriquen this is real fun stuff

    • @rajinfootonchuriquen
      @rajinfootonchuriquen Год назад +1

      @@Tyokok yeah agree 🤓

  • @kelvinadimaswijaya9523
    @kelvinadimaswijaya9523 Год назад

    12:35 any specific proof of why it's equal to constant?

    • @batu9049
      @batu9049 Год назад

      hey hello it not need proof that space cant equal time at there like 5x is not equal to t or 5t or something it just can be if they equal a constant

    • @rajinfootonchuriquen
      @rajinfootonchuriquen Год назад

      The only function which can acept non related argument is the constant function, because the other case is for any f, g: R to R such that f(x) = g(y), means that x = f^-1(g(y)) or viceversa, which can't be because x and y are not related by any function.

  • @McSwagical
    @McSwagical 2 месяца назад +1

    how do they make these videos? does the prof just write backwards???

    • @alexandermuller8858
      @alexandermuller8858 Месяц назад

      indeed this makes it even more next level. The explanation is in one direction but the writings are backwards

  • @MisterTutor2010
    @MisterTutor2010 6 месяцев назад

    Fouier Transform or Series?

    • @drumeophile
      @drumeophile 5 месяцев назад

      I thought the same

  • @rajinfootonchuriquen
    @rajinfootonchuriquen Год назад

    Me costó entender que "buzzcard" se refería a "buscar".

  • @ploopsie1403
    @ploopsie1403 7 месяцев назад

    what is Cn?

    • @lt4376
      @lt4376 7 месяцев назад

      30:12

    • @ploopsie1403
      @ploopsie1403 7 месяцев назад

      @@lt4376 thanks!

  • @user-wh5gx9lt9d
    @user-wh5gx9lt9d Год назад +3

    I wish i have your knowledge

    • @Eigensteve
      @Eigensteve  Год назад +3

      Keep watching and you will!

  • @AminSatlikh
    @AminSatlikh Год назад

    The solution of wave eq. is too ugly here and it presented in a weak way. There are far better and cleaner ways of defining the solution analytically! Such a pity!

    • @kelvinadimaswijaya9523
      @kelvinadimaswijaya9523 Год назад +3

      well, suggest one then

    • @rajinfootonchuriquen
      @rajinfootonchuriquen Год назад

      What is the ugly or weak?

    • @AminSatlikh
      @AminSatlikh Год назад

      @@rajinfootonchuriquen The way of presenting the solution in comparison with others who did the same. Up to this point, almost everything was smooth and pretty. I think he needs to improve it.

    • @declanwk1
      @declanwk1 11 месяцев назад

      this is a brilliant presentation by a master teacher. He has put so much work into it and then gives it to the community for free. He deserves our respect

  • @enginbolat6123
    @enginbolat6123 6 месяцев назад

    Can you solve this question? I couldn't solve it. Can you help me?
    Find the distribution 𝑢(𝑥, 𝑡) by writing the wave equation and boundary conditions for a rod (one dimension) of length L=1 unit, with both ends fixed and whose initial displacement is given by 𝑓(𝑥), whose initial velocity is equal to zero. (𝑐2 = 1, 𝑘= 0.01)
    𝑓(𝑥) =ksin(3𝜋x)

  • @HosRo4161
    @HosRo4161 11 месяцев назад

    "Harmonics of the planets" is real -- "Kirkwood Gaps" (en.wikipedia.org/wiki/Kirkwood_gap) :)