Intuition for Greens Functions

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Andrew Dotson

Andrew Dotson

Күн бұрын

Пікірлер: 163
@nealmuppidi
@nealmuppidi 3 жыл бұрын
i remember watching this in high school when i wanted to be a physics major just because i liked your content, at the time none of it made too much sense as i had zero education on linear algebra or differential equations. its funny now almost three years later that i am taking math methods as a physics major struggling with greens functions and i remembered you published these resources. thanks so much for the helpful video!
@Alen52213
@Alen52213 8 ай бұрын
literally me right now
@robbi4219
@robbi4219 4 жыл бұрын
Colour me surprised, when I searched for Green's functions and Andrew was legit one of the top results that popped up
@__donez__
@__donez__ 6 жыл бұрын
You gave me a better intuition about how Green's functions work than my Classical Electrodynamics professor did. He just jumped straight into the math. You're already a better grad student than I am, and I had a two-year head start. Keep up the good work!
@KyleKabasares_PhD
@KyleKabasares_PhD 5 жыл бұрын
Amazing intro to Green’s functions! I’ve had to use them on multiple occasions but I never felt comfortable with them, but your explanation of them helps so much!
@_mishi
@_mishi 10 ай бұрын
I have known that you had made videos about subjects that would be important to me later on as a physics major for quite some time, but now that I got there and am using these resources, I am very thankful. This is the most intuitive introduction to green's function I've seen so far and it really helps! Thank you Andrew!
@AndrewDotsonvideos
@AndrewDotsonvideos 10 ай бұрын
Love to hear it, thank you!
@hongtaenilwatcharaporn8657
@hongtaenilwatcharaporn8657 4 жыл бұрын
1 week suffering about Green's function. Thanks for sharing me a good explanation !!!
@HikingWithRiley
@HikingWithRiley 2 жыл бұрын
At 6:08, the delta function picks out the value for X’ = X, not the other way around since X is assumed to be known inside the integral while X’ is the integration variable. This was very helpful! Thank you!
@corydiehl764
@corydiehl764 3 жыл бұрын
OMG, I get greens functions now. They are just the result of an infinite dimensional inverse problem. haha Thanks Andrew
@montsaintleondr7491
@montsaintleondr7491 Жыл бұрын
Damn, Dirac's delta function is similar to the "unit" matrix but in a continuous case! You've made my day man :) Would also like to see some sort of a "smooth transition" between the discrete and the continuous case! Thanks a lot!
@y.j_shin
@y.j_shin 26 күн бұрын
I don't know why I found this video so late, thanks a lot to this simple but great video!
@dotsona07
@dotsona07 6 жыл бұрын
Hey we have the same name lol
@ClumpypooCP
@ClumpypooCP 5 жыл бұрын
woah
@lvl3tensorboi929
@lvl3tensorboi929 3 жыл бұрын
That's impossible
@elyepes19
@elyepes19 Жыл бұрын
"...if you have the Green's function of the (linear differential) operator, you have solved the differential equation..." thank you so much for that insight
@lightning4032
@lightning4032 5 жыл бұрын
You totally just saved me on my math methods midterm! I think I'm a year behind you in grad school and it's like you're the point goose in a flight formation of grad students
@lookmath4974
@lookmath4974 5 жыл бұрын
This is a great introduction and compliments chapter 1 of Zee's QFT nicely because he also goes the matrix->continuous route.
@michaelconvery4108
@michaelconvery4108 5 жыл бұрын
Thank you so much for that explanation. Sometimes a hand-wavy explanation is the first kick I need to really start understanding.
@DIGITALSWOON
@DIGITALSWOON 6 жыл бұрын
just looked this up and found your channel. fantastic. thank you
@ludwigfredriksson3786
@ludwigfredriksson3786 2 жыл бұрын
This was a really good explanation. I never understood the intrinsic meaning behind the delta function as the driving force, but now it makes sense. many thanks!!!
@kaisu8198
@kaisu8198 6 жыл бұрын
Yes! I showed my AP Physics teacher your channel today. He told me isn’t this a little to advanced for a 9th grader. However I do feel like I’m ahead of my class.
@iWrInstincts
@iWrInstincts 6 жыл бұрын
Jon r/imverysmart
@Max-hj6nq
@Max-hj6nq 6 жыл бұрын
C R I N G E
@kaisu8198
@kaisu8198 6 жыл бұрын
Jealous​
@kaisu8198
@kaisu8198 6 жыл бұрын
Jealous'
@pramod120895
@pramod120895 4 жыл бұрын
This is more intuitive... Thanks for your valuable service to math admirers
@geoffrygifari4179
@geoffrygifari4179 5 жыл бұрын
wow so that's what green's function is all about.... good job this one man.... really appreciate it
@emirh1231
@emirh1231 4 жыл бұрын
Sweet mother of god thank you for this video. I knew how to derive greens functions, but I had no idea why they worked.
@shubhamdawda7288
@shubhamdawda7288 4 жыл бұрын
Great one man. Your selfless efforts are extremely respectful. Good work man and goodluck!
@gi99hf60
@gi99hf60 Жыл бұрын
Hi! It’s excellent that you had such good teaching skills 5 years ago! One comment is that your constant parallels drawn between the indicial representation of a matrix multiplying a vector to the delta basis distracts from some main points. Making a comparison between the basis set in R^3 as a vector space for example along with their relation to vectors and the delta distribution along with its relation to distributions on a compact support or (uncountably) infinite dimensional vector spaces. Then moving on to linear operators like greens functions and their integral representation and comparing those to the M_ij*f_j (eins notation) term you had written, would’ve been perfect.
@potatotatosaito
@potatotatosaito 2 жыл бұрын
Thank you for a very understandable explaination for us normies. This was really helpful.
@NachiketJhalaRA
@NachiketJhalaRA 3 жыл бұрын
this video is a piece of art
@juanestebanprietohernandez7273
@juanestebanprietohernandez7273 6 ай бұрын
Thank you so much, im studying Physics too, and this is so useful for me.
@quahntasy
@quahntasy 6 жыл бұрын
Yesterday I said good beard and you shaved off your beard today lmao.
@AndrewDotsonvideos
@AndrewDotsonvideos 6 жыл бұрын
Quahntasy - Animating Universe because I hate your approval. Jkluvu
@jasonhu443
@jasonhu443 4 жыл бұрын
Great! I am writing a book and this viewpoint really inspire me.
@JJZB9
@JJZB9 3 жыл бұрын
the analogy to linear algebra really helped, thanks!
@jerryxu3498
@jerryxu3498 3 жыл бұрын
Thanks for the video! I’m currently studying greens function in my physics degree and my professor went through this topic rly quickly and I was confused asf. Very intuitive explanation!
@markykid8760
@markykid8760 3 жыл бұрын
Great explanation, very different to what I was told in class.
@osmelsoto4907
@osmelsoto4907 6 жыл бұрын
Nice explanation man. Examples are always helpful if you could.
@luc_iacob
@luc_iacob 6 жыл бұрын
Nice! I am being introduces to Green functions in a mathematical methods right now and this video has explained it pretty good. Ty man
@SuryaSarav_
@SuryaSarav_ 11 ай бұрын
This is a brilliant intro! Thanks man!
@helloimnisha
@helloimnisha 5 жыл бұрын
I just took a break from studying Math methods and this pops up in my feed. KZbin sure has been spying on me.
@ein_gang
@ein_gang 5 ай бұрын
Thanks for the awesome explanation! I have a question about the way you multiplied M^-1 and f(x). We should get two components, not ( )+( ). No?
@mokrodrigues4515
@mokrodrigues4515 4 жыл бұрын
That helped A LOT! The first part really helped clarify things up for me! Thanks!
@chiragagrawal9148
@chiragagrawal9148 2 жыл бұрын
Great explanation! Can you do a video related to the application of Green's function to solve the acoustic wave propagation problem i.e. to calculate the velocity potential?
@exxzxxe
@exxzxxe 2 жыл бұрын
Nice presentation. Well done.
@whilewecan
@whilewecan 2 жыл бұрын
I did not know this. Wonderful. Thank you.
@kshitijdave1337
@kshitijdave1337 4 жыл бұрын
I don't say much to others but u r very good teacher..
@arwed9927
@arwed9927 4 жыл бұрын
Best video of this topic! Thanks for letting me understand this thematic.
@Anonymous-lw1zy
@Anonymous-lw1zy 4 жыл бұрын
Simply fabulous explanation! Thank you!!!
@Helica123
@Helica123 2 жыл бұрын
im not sure how to apply it though. thank you for the background though as it makes more sense on why we use them now
@Thomas-er8xg
@Thomas-er8xg 6 жыл бұрын
Please solve an example and mention what it can be used for in theoretical maths or physics
@jamesraymond1158
@jamesraymond1158 4 ай бұрын
Very good, although difficult to follow. 50 years ago I got a D in electrodynamics, partly because I had no idea how to use Green's function. Hopefully, I'll understand it one day.
@metebas3400
@metebas3400 4 жыл бұрын
My boi andrew spitting fire again. Real shit tho why my professors be like that. I can't understand anything sometimes
@bartubmaiden
@bartubmaiden 6 жыл бұрын
This is superb! I'm taking math methods 3 this term and we gonna get into Green's fns, seeing this was pleasant :)
@AndrewDotsonvideos
@AndrewDotsonvideos 6 жыл бұрын
Alp Bartu good luck!
@albertrichard3659
@albertrichard3659 Жыл бұрын
This is cool. I've yet to be exposed to G functions outside of solving the Poisson, so this is a cool exposition to what I assume to be the "standard" way to introduce G functions. I actually came up with my own way of solving differential equations exploiting linearity, and it turned out that my way is the G function all along. So let me explain my method as an alternative take on G functions. Let L be a linear operator. Suppose we want to solve the equation Ly = f. Now we know that since L is linear, for constants a and b and vectors y_1 and y_2 L(ay_1 + b_y2) = aLy_1 + bL y_2. This is where it gets a little hand wavy, because we shall assume that there exists a function G such that LG = 𝛅, where 𝛅 is the delta distribution. There is of course, no motivation given as to why G should exist, and indeed it seems rather implausible, which is why the way the video does it is more rigorous. But anyway, I'm sure there is a way to justify the existence of G from distribution theory or something. Not that physicists care either way. What is the motivation behind finding G? Because of the linearity of L. We can write f down as a linear combo of the delta function. Just as the differential operator was defined as a distribution in the video, we can write f down "as a distribution", or intuitively as a linear combination of vectors. If we had a finite basis of dimension n we could write down basis vectors as e_1, e_2... e_n and a vector f = ∑a_i e_i where a_i are scalars. If we have an infinite basis, this turns into an integral. Now we know that the basis vectors are defined by them following a Kronecker delta relation (e_i • e_j = 1 if i = j, 0 otherwise) and that the continuous version of the Kronecker is the delta distribution. So our basis vectors are now delta distributions 𝛅(x' - x). Our scalars obey f(x) = ∫a(x') 𝛅(x') dx', so a(x') = f(x'). Therefore f(x) = ∫f(x') 𝛅(x' - x) dx'. My interpretation is that we are basically making every point in the range of f a vector and then we need to weigh each point by the value of f at that point as a scalar. Then f is a linear combination of all these points. Physically, we can think of f as the total charge. The total charge is the sum of each point charge 𝛅(x' - x), weighted by their charge f(x'). This is very similar to how we solve the Poisson equation because of course, this is exactly how we solve it. Anyway, why is this useful? Because LG(x, x') = 𝛅(x - x'). Therefore, f(x) = ∫f(x') LG(x, x') dx', but an integral is a linear combination , so it commutes with L and we can pull the L out from under the integral f(x) = L(∫f(x') G(x,x') dx'). Now ∫f(x')G(x,x') dx' is itself a linear combination. Since Ly = f(x) as well, we conclude that y = ∫f(x')G(x,x') dx'
@karthiksomayaji3460
@karthiksomayaji3460 2 жыл бұрын
This was super intuitive!!! Thanks.
@nuskapuska2381
@nuskapuska2381 3 жыл бұрын
this explanation was amazing, tysm
@TruongNguyen-bl4vd
@TruongNguyen-bl4vd 6 жыл бұрын
Why would someone wanna solve differential using this method as opposed to laplace or regular method? Is there any other app to this?
@yolanankaine6063
@yolanankaine6063 3 жыл бұрын
Brilliant explaination
@brycecannon2503
@brycecannon2503 3 жыл бұрын
Please solve an example. I'm struggling through Jackson.
@YossiSirote
@YossiSirote 9 ай бұрын
Really appreciated. Thank you 🙏🏼
@amym2944
@amym2944 Жыл бұрын
this was sooooooo helpful. Thank you!!
@gustavagerbo3236
@gustavagerbo3236 6 жыл бұрын
9-year-old Andrew is back.
@deconfinedQPT
@deconfinedQPT 6 жыл бұрын
Hey Andrew, thank you for the content. I was wondering is there a chance that you could do a video about how you study textbooks and get the most out of them? Because I feel like either I am a really pedantic person since I can't move to next chapter without spending a lot of time on the previous one or I am doing something fundamentally wrong. Thanks again, wish you good luck in your studies.
@Goku17yen
@Goku17yen 6 жыл бұрын
what your doing is fundamentally correct, master the previous chapter before you go on, so you get a better basis, and an easier time understanding the newer material that will probably build upon the knowledge of the previous. You're on the right track, gl mate
@deconfinedQPT
@deconfinedQPT 6 жыл бұрын
@@Goku17yen honestly man thank you for the comment. I needed some sort of reassurance on this. Because I mean the emotional pressure is really high some days, feeling incompetent, not being able ever reach the heart of the subject and so on. Thank you for the support, good luck in your studies.
@Goku17yen
@Goku17yen 6 жыл бұрын
No problem mate, we’ve all been there, and most still are ;D
@StratosFair
@StratosFair 2 жыл бұрын
Helpful video, thanks !
@abdullahsdiaries8875
@abdullahsdiaries8875 4 жыл бұрын
The first integral you wrote should have a second derivative in the integrand!
@nawafBAL
@nawafBAL 3 жыл бұрын
nope he just rewrote a famous identity of the dirac delta distribution: f(a) = int δ(x-a)f(x) dx from a - ε to a + ε for all ε greater than zero
@paulhbartley8030
@paulhbartley8030 4 жыл бұрын
Another mind blown.
@Masteralien186
@Masteralien186 7 ай бұрын
Hey Andrew u should make a video on Green’s Functions in QFT. Literally all of QFT in both Particle and Condensed Matter is built on Green’s Functions as they are the fundamental objects which contain all the information about the theory analogous to the Wavefunction in QM.
@AndrewDotsonvideos
@AndrewDotsonvideos 7 ай бұрын
Good idea!
@Masteralien186
@Masteralien186 7 ай бұрын
@@AndrewDotsonvideos Btw since u know QFT and use QCD for research are u familiar with Nonperturbative methods like the Bethe Salpeter Equation or Schwinger Dyson Equations.
@furkan809
@furkan809 3 жыл бұрын
I have a little question, if I calculate [ -y"=cos( πx)] equations by using normal methods then I fınd the reasult as a y(x)=(1/ π^2)(cos( πx) but if ı use green functions then ı find y(x)=(1/ π^2)cos( πx) -1/ π^2 +2x/ π^2, that result also satisfies the equation but why do extra terms exist ??
@qidirbinu5640
@qidirbinu5640 3 жыл бұрын
thank you.. your explanation is great..!!!!
@tomasmanriquezvalenzuela5909
@tomasmanriquezvalenzuela5909 3 жыл бұрын
Hello Andrew I don't understand one little thing: From what differential equation the propagator is the green function? From Schrödinger equation? And how exactly is related with time evolution operator? Sorry for my bad english
@jmac3223
@jmac3223 6 жыл бұрын
Rip the beard. Also, good video man!
@dkosolobov
@dkosolobov 2 жыл бұрын
I believe that you missed an small additinal opportunity to continue this prominent analogy to matrices in the following part: you say that the inverse should be an integral because integrals are kind of inverses of derivative; however, the intuition might be completely different: the function f(x) might be depicted as a "continually dimensional" vector whose components are indexed not by numbers 1,...,n (as in the usual finite dimensional vectors) but by real numbers. When one multiplies a finite-dimenstional vector v by a matrix M, one computes the sum \sum_{i=1..n} v(i)M(i,j) for each j from 1 to n. Now the "continually dimenstional" analogy for the sums is the intergration (most people know that the intergal is the limit of specific sums): we compute the "sum" \int_{x in R} f(x) M(x,y) dx for each y from R. This analogy is truely very far fetching and helps to explain many theorems of the functional analysis and differential equations.
@bogus3858
@bogus3858 4 жыл бұрын
Thanks for this a lot.
@klassjostedt
@klassjostedt 6 жыл бұрын
Really nice vid, though perhaps a bit handwavy like you said. Would love an example! 😊
@swinfwar
@swinfwar 5 жыл бұрын
But does it mean to be the kernel of an integral? All functions that make the integral zero?
@pancreasman6920
@pancreasman6920 5 жыл бұрын
Interesting approach
@kritikakhanwal614
@kritikakhanwal614 4 жыл бұрын
Thanks a lot for the vedio Andrew . Can we say that greens function depend on both X and X prime. ? Is it a two variable function?
@valeriobertoncello1809
@valeriobertoncello1809 4 жыл бұрын
ye, i believ
@georgetianxianghu
@georgetianxianghu 5 жыл бұрын
Real good video, making a lot of sense, thx!
@zinzhao8231
@zinzhao8231 Жыл бұрын
Hello, what book did you use to study this? and what chapter?
@Metros23
@Metros23 6 жыл бұрын
Broo we just covered Greens function in today's lectures and its use in oscillations.
@glowerworm
@glowerworm 2 жыл бұрын
This helped so damn much.
@Widi1341
@Widi1341 4 жыл бұрын
Bruh thank you so much for the video, really helped me a lot
@northernskies86
@northernskies86 4 жыл бұрын
Ah, now I get the swinging delta function reference for the pendulum lol.
@lasinart5202
@lasinart5202 Жыл бұрын
Thank you!
@kungpao_spaghetti5109
@kungpao_spaghetti5109 Жыл бұрын
Exactly the topic i need to understand better :D
@poodook
@poodook 3 жыл бұрын
You can have both scalar and vector Green’s function representations
@ANUJKUMAR-xd7jw
@ANUJKUMAR-xd7jw 5 жыл бұрын
Can you tell me some reference to start reading the green function
@alejrandom6592
@alejrandom6592 Ай бұрын
That is so weird. I love it.
@duncanw9901
@duncanw9901 6 жыл бұрын
The number of people that would say no to any video on the whiteboard ever is equal to the flux of a conservative vector field on a closed boundary. EDIT: *work done on a particle subject to a force field moving on a closed path
@zoltankurti
@zoltankurti 6 жыл бұрын
Ehm. You are thinking about line integrals. But flux is the surface integral. In a conservative field a closed line integral is 0, but a surface integral is not.
@ゾカリクゾ
@ゾカリクゾ 6 жыл бұрын
yes! I thought "wait then the amount of charge inside doesn't like the videos ;c"
@duncanw9901
@duncanw9901 6 жыл бұрын
OOF you're right I had the picture of all the little normal vectors to a curve being summed over but forgot that you can do line integrals on more than scalar fields :)
@duncanw9901
@duncanw9901 6 жыл бұрын
Scary I forgot my multivariable so quickly.
@duncanw9901
@duncanw9901 6 жыл бұрын
Also thanks btw I had major conceptual errors in visualizing line and surface integrals. That kinda saved me from going into E&M very confused.
@mikehughes6582
@mikehughes6582 Жыл бұрын
You said X is the dependent variable???
@SkepticalKhan
@SkepticalKhan 5 жыл бұрын
good explanation
@vedekX
@vedekX 2 ай бұрын
lol it's so funny to be back here at this video when I'm actually working on my grad school homework instead of being a wee baby physics major tryna shove math into my brain and hoping something sticks
@haydenswanson5815
@haydenswanson5815 3 жыл бұрын
I love you thank you
@theludvigmaxis1
@theludvigmaxis1 4 жыл бұрын
I really need to learn this for my research thesis I hope this helps lol
@liam4154
@liam4154 4 жыл бұрын
Good video!
@usmanmuneer6143
@usmanmuneer6143 4 жыл бұрын
Mind Blow!
@TheScienceofUnknown
@TheScienceofUnknown 6 жыл бұрын
Thanks for exiting ❤❤make drivtive videos...
@projectdante6042
@projectdante6042 6 жыл бұрын
Rest in pepperoni the beard. press f to pay respects.
@WolfeyyTV
@WolfeyyTV 5 жыл бұрын
I might have just had the biggest 'click' moment I've ever experienced
@aadhuu
@aadhuu 5 жыл бұрын
When did you learn this? In undergrad?
@Laura-Yu
@Laura-Yu 4 жыл бұрын
Holy sheetu, thank you for this
@michaeldavis7885
@michaeldavis7885 6 жыл бұрын
Why not make videos on both
@jackjule6967
@jackjule6967 2 жыл бұрын
Godunov would be proud
@AndrewDotsonvideos
@AndrewDotsonvideos 2 жыл бұрын
I like to think this comment is from him and he's speaking in 3rd person.
@CCequalPi
@CCequalPi 2 жыл бұрын
I cameded Mr. Godunov
@ИвоДраганов-г4к
@ИвоДраганов-г4к 4 жыл бұрын
Interesting!
@ritikgupta1241
@ritikgupta1241 6 жыл бұрын
Woah! 10k finally
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