Vector Fields, Divergence, and Curl

  Рет қаралды 185,206

Professor Dave Explains

Professor Dave Explains

4 жыл бұрын

We know about vectors, and we know about functions, so we are ready to learn about vector fields. These are like functions that take in coordinates and give back vectors, so there will be a vector associated with every single point in the field. There are two things we must be able to do with vector fields as well, which involve the del operator and either the dot product or the cross product with the vector field. These give us the divergence and the curl of the vector field, respectively. Let's learn all about these operations now.
Script by Howard Whittle
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Пікірлер: 127
@shiori1425
@shiori1425 3 жыл бұрын
This 15 minute video was more informative than the 3 hours of lecture videos my school posted for my online class. Thanks for making great content.
2 жыл бұрын
I feel like you’re one of my classmate
@idealthinker101
@idealthinker101 2 жыл бұрын
Can't be more true !
@sebastianvega6032
@sebastianvega6032 Жыл бұрын
Sameee
@tarius6795
@tarius6795 11 ай бұрын
So true. I have an exam on mathematical methods tomorrow morning and this helped me summarize three months of lecture in fifteen minutes 😭
@eggxecution
@eggxecution 10 ай бұрын
you're lucky because our prof never taught this in school 😂
@gregkocher5352
@gregkocher5352 3 ай бұрын
50 years ago I was wrestling with these functions, especially the visual concepts of divergence and curl. Never once was a concise summary like this was laid out. My career never called upon me to use these but I felt compelled to remaster them in my retirement. And next I will apply them. It's never too late to get the satisfaction of learning.
@saniamuneer
@saniamuneer 2 жыл бұрын
There is a minor mistake in 9:50 the x^2 is negative otherwise your tutorials are awesome ✨. Thanks for your great effort for making such amazing videos for students like us.
@Adam-kg7ng
@Adam-kg7ng Жыл бұрын
he really should make a correction or risk students getting lost & wasting time trying to verify their answer against the answer of an εxpεrt.
@user-uf7bx2bi9z
@user-uf7bx2bi9z 9 ай бұрын
im glad i caught that and that you commented about it. small but crucial mistake
@petercook9799
@petercook9799 4 жыл бұрын
Thank you SO MUCH for making these videos! They are easy to follow and so helpful.
@melontusk7358
@melontusk7358 3 жыл бұрын
It's a shame I've never tried them, they're much more helpful than Brilliant.org
@davidbowman9695
@davidbowman9695 3 жыл бұрын
This channel is a gold mine for MultiCalc
@raymondkyruana118
@raymondkyruana118 3 жыл бұрын
Yo I just want to thank you! Without these videos I would not have passed my courses last year!!!! I owe ya one when I make it big as an engineer man
@mrtoast244
@mrtoast244 2 жыл бұрын
in the same boat lol, gl with your 4th year
@Minespidur
@Minespidur 4 жыл бұрын
Thanks so much for going into these more advanced topics. Can’t wait for your videos on differential equations
@janie567
@janie567 3 жыл бұрын
I just found this series and will be using it to help me pass multi variable calculus exam in a few weeks! Thank you
@techsergeant1016
@techsergeant1016 3 жыл бұрын
lol same but mine's tmrw :/
@zakariad5195
@zakariad5195 3 жыл бұрын
So clearly explained ! Thank you so much !
@geektoys370
@geektoys370 8 ай бұрын
those videos help me, a highschooler that is just stuck on calc 1 on class ( i know.. ) understand calc 3!! and even quantum physics sometimes!!! you are great dave!
@beansmggee9948
@beansmggee9948 7 ай бұрын
You and organic chemistry tutor are godsends.
@AbdullahBabar-cb4tr
@AbdullahBabar-cb4tr 2 ай бұрын
Prof.Dave makes life much easier such great and comprehensive explanation of these concepts.
@abdurrezzakefe5308
@abdurrezzakefe5308 4 жыл бұрын
Amazin explanation! Thank you Dave!
@buildup6719
@buildup6719 3 жыл бұрын
One of the best channels regarding studies...thanks professor 👏👌
@truthreveal26
@truthreveal26 2 жыл бұрын
Thank You, Sir. It is much more helpful then any 1 hour videos , I understand it finally after this video 👍😃
@arj123sub
@arj123sub 7 ай бұрын
Prof Dave. U r the Boss. I am enjoying these videos and learning too. Something I never thought was possible in math. 😊
@schifoso
@schifoso 4 жыл бұрын
Great explanation. Thanks.
@jiaxinli1674
@jiaxinli1674 4 жыл бұрын
Awsome explanation!
@caatrader
@caatrader 2 ай бұрын
Great refresher video
@PeteC62
@PeteC62 4 жыл бұрын
Hey, at 9:40 or so, why did the minuses in the square brackets become pluses when you did the partial differentiation?
@user-tn9pw7qi2v
@user-tn9pw7qi2v Ай бұрын
Thank you so much , you made me bright about the this theorem.
@uniboy1774
@uniboy1774 3 жыл бұрын
Hats off to you for explaining these tips of the ice burgs.
@nameless690
@nameless690 Жыл бұрын
professor Dave always the best. Thank you
@dzmitryk9658
@dzmitryk9658 2 жыл бұрын
Thank you! This is great!
@blacklightning7227
@blacklightning7227 3 ай бұрын
very coherent... thank you for sharing your vision
@anysianas5099
@anysianas5099 2 жыл бұрын
Professor Dave thank you so so much you’re best
@ohsungc2
@ohsungc2 2 ай бұрын
Great video. Best lecture
@theelectronicsengineeringt5805
@theelectronicsengineeringt5805 4 ай бұрын
Thank you. It was very beneficial.
@gabrielrivasmolina2413
@gabrielrivasmolina2413 Жыл бұрын
great video. thank you!!
@katemorris3711
@katemorris3711 2 жыл бұрын
You’re a much better teacher than my college professor
@ArhamKhan05
@ArhamKhan05 27 күн бұрын
Thank You So Much Sir.
@samkim6933
@samkim6933 4 жыл бұрын
you are a lifesaver~! thx a lot~!!!
@mosuputsasuzanne3905
@mosuputsasuzanne3905 3 жыл бұрын
Thank you Prof
@yatrikamrutiya9376
@yatrikamrutiya9376 3 жыл бұрын
thankyou so much sir, i am grateful for your videos..helps a lot :)
@musthafamb1757
@musthafamb1757 4 жыл бұрын
Thank you so much
@carson5090
@carson5090 11 ай бұрын
Thank you.
@idealmathsdeosir9308
@idealmathsdeosir9308 2 жыл бұрын
Excellent Sir
@shaletpsebastian3019
@shaletpsebastian3019 3 жыл бұрын
Thanks a lot from India
@RahulSharma-oc2qd
@RahulSharma-oc2qd 3 жыл бұрын
at timestamp 10:42, we assumed that "if f is a continuous partial derivative of second order" while at 11:00 we took "f" as first order partial derivative. Am I missing something in understanding it?
@liuqing1995
@liuqing1995 3 жыл бұрын
9:40. I think for the vector k, its coefficient is (-1/y - x^2) rather than (-1/y +x^2)
@kiddonguyen7929
@kiddonguyen7929 3 жыл бұрын
yes i think so too
@spurti
@spurti 2 жыл бұрын
Yes I got that too
@AnhLe-qw7yq
@AnhLe-qw7yq 2 жыл бұрын
Terrific!
@chandan457
@chandan457 4 жыл бұрын
Sir your videos are lots of help me and others poor guy like me,you r god for me, respect from india😭😭😭😭😭
@user-rn8tc6zi7y
@user-rn8tc6zi7y 4 жыл бұрын
Repent from your sins! There is only one God JESUS!
@KK-xb1zj
@KK-xb1zj 3 жыл бұрын
@@user-rn8tc6zi7y Jesus is God? I thought he is the son of god.😅
@user-rn8tc6zi7y
@user-rn8tc6zi7y 3 жыл бұрын
@@KK-xb1zj Jesus is the Word, and the Word was with God and the Word was God! John 1
@chenzakaim3
@chenzakaim3 3 жыл бұрын
you are the best!
@renren4236
@renren4236 3 жыл бұрын
Thanks professor! questions: whenever we are calculating the curl of a vector field, is it always not continuous if the curl is not zero?
@carultch
@carultch 2 жыл бұрын
No. What will make either of these concepts non-continuous, is if there are non-differentiable points or paths in the original function. You will see this visually as a kink or a cusp if you make a graph of the original component of the vector field. As an example, consider the vector field: F = Along the line x=0, the x-component of the vector field is a non-differentiable function. The divergence and curl along this line, is undefined. There will be jump-discontinuities, when you take derivatives of the x-component of the vector field to calculate divergence and curl.
@gabrielf8094
@gabrielf8094 4 жыл бұрын
These are really good videos! Thank u a lot
@emfournet
@emfournet 4 жыл бұрын
When you took the determinant, the K-hat component had +x squared, not -x squared. Was that intentional? If so, why?
@spurti
@spurti 2 жыл бұрын
@@larry23100 yes I got that too
@atraps7882
@atraps7882 Жыл бұрын
bro, im a software engineer and i didnt study any maths past Calc 1 yet this explanation is really thorough that I could really follow along and understand the concepts. Your ability to teach is truly amazing
@artophile7777
@artophile7777 9 ай бұрын
You understood this without learning linear algebra!? You must be a GENIUS!!!
@artophile7777
@artophile7777 8 ай бұрын
@Prodigious147 You must have at least studied vector calculus, right? If not then I have every right to suppose that the age of geniuses is near.
@artophile7777
@artophile7777 8 ай бұрын
@Prodigious147 Hmm... then all I can do is nothing but wish you best of luck for your mathematical journey. PS: You can start by watching professor Leonard's lectures on calc. He has some of the best lectures around on the entire YT.
@John-wx3zn
@John-wx3zn 3 жыл бұрын
I got the comprehension right. del dot F = (d/dx of x + z^2)+(d/dy of y/xz)+(d/dz of zlny) = the scalar value and it is a measurement of divergence and a positive divergence means that more of it is leaving that converging, a negative divergence means that more of it is converging that leaving and a 0 divergence means none of it is diverging, all of it is converging. It is fluid or air. del x F = taking the dimensional determinant involving i j k on the top row, d/dx d/dy and d/dz on the second row and x + z^2 y/xz and zlny on the third row and the answer will be the orthogonal curl vector. The magnitude length of the curl vector is the strength of the curl of the flow of it. Thank you
@adhit528
@adhit528 4 жыл бұрын
hello Prof, can these directional vectors of the vector field intersect each other?
@Carlos-bq4qv
@Carlos-bq4qv Жыл бұрын
Good question, short answer is yes; kzfaq.info/get/bejne/qKhoZqehp7C1o3k.html for anyone else wondering.
@theentrepreneur2137
@theentrepreneur2137 4 жыл бұрын
I am talking about your latest videoss views are really low compared to previous years. People need to support you more!
@ProfessorDaveExplains
@ProfessorDaveExplains 4 жыл бұрын
Well it’s just that my videos tend to accumulate views very slowly over several years, they don’t get much right away like normal channels. But yes more support is good, please tell your friends to watch and subscribe!
@broytingaravsol
@broytingaravsol 4 жыл бұрын
@@ProfessorDaveExplains i seldom share ur videos via my linkedin account
@theentrepreneur2137
@theentrepreneur2137 4 жыл бұрын
@@ProfessorDaveExplains Alright do some chemistry videos and me and my friends will watch. Like AP chemistry things
@ProfessorDaveExplains
@ProfessorDaveExplains 4 жыл бұрын
buddy I have over 100 general chemistry tutorials already! check out my general chemistry playlist and general chemistry practice problems playlist.
@xxshogunflames
@xxshogunflames 3 жыл бұрын
if only all professors were as concise as you
@wit1729
@wit1729 2 жыл бұрын
Thanks bro
@subbirahmed2706
@subbirahmed2706 4 жыл бұрын
Finally!
@sollinw
@sollinw 4 жыл бұрын
Thank u! :*
@connorkelly7074
@connorkelly7074 4 жыл бұрын
Hey dave wondering if your ever planning to do such topics like rings?
@ProfessorDaveExplains
@ProfessorDaveExplains 4 жыл бұрын
what's that?
@connorkelly7074
@connorkelly7074 4 жыл бұрын
Professor Dave Explains abstract algrebra, a set under + and .
@ProfessorDaveExplains
@ProfessorDaveExplains 4 жыл бұрын
oh, i haven't gotten there yet! i need a new point person to write the math scripts as i've gone past what i can handle on my own
@connorkelly7074
@connorkelly7074 4 жыл бұрын
Professor Dave Explains oh okay lol, yea ive just started my second year and uni these videos have been a huge help linear algebra was a breeze, combintorics and analysis not so much
@trianglesupreme
@trianglesupreme 2 жыл бұрын
Vector fields: defines a vector at each point in space. Made up of scalar fields. Del: vector made up of differential operators. The gradient of some function f is a vector field. - If a vector field F can be written as a gradient of some function f, it is a conservative vector field and the function f is called as potential function for the vector field F. Operations on vector field, F Divergence: del dot F; results in a scalar field. Curl: del cross F; only in 3 dimensions; results in another vector field; represents rotation of F - direction of curl = axis of rotation, mag of curl = mag of rotation. Given that the second derivatives are continuous, The curl of a conservative vector field is zero (zero vector). The divergence of a curl is always zero.
@angeldude101
@angeldude101 2 жыл бұрын
The curl is fully able to exist outside of 3D (which should be obvious since reality is 4D). It just can't be represented as a vector field, but rather some other quantity. One way to generalize the curl to arbitrary dimensions is with the exterior or "wedge" product, which returns an oriented plane segment parallel to the two vector inputs rather than an oriented line segment orthogonal to them.
@TheFirstNamelessOne
@TheFirstNamelessOne 4 жыл бұрын
I didn't understand much, due to the fact thta it lacks graphing, but formthe rest is a spectacular work.
@tansi4924
@tansi4924 2 жыл бұрын
great
@DeAngeloYouKnow
@DeAngeloYouKnow 2 жыл бұрын
Getting me thru grad school man
@yashagnihotri6901
@yashagnihotri6901 3 жыл бұрын
10:51 "If f has continuous 2nd order partial derivatives then the curl of its gradient is zero" How can we prove that a Conservative Vector field's gradient function f : [F(vector)=del f] has continuous 2nd order partial derivatives??? Edit : Apologies. Didn't watched further that the very next point was the proof ❤
@broytingaravsol
@broytingaravsol 4 жыл бұрын
hereafter about green's theorem, line integral, stokes' theorem
@ProfessorDaveExplains
@ProfessorDaveExplains 4 жыл бұрын
those are all coming!
@broytingaravsol
@broytingaravsol 4 жыл бұрын
@@ProfessorDaveExplains i forgot to mention that of surface integral
@redroses4679
@redroses4679 5 ай бұрын
Why do you add k but minus j in the determinant?
@gmarafah5112
@gmarafah5112 Жыл бұрын
he knows a lot of sciemce studd prof dave explanms
@fahimabrar4103
@fahimabrar4103 4 жыл бұрын
Wow
@jaydoubleli
@jaydoubleli Жыл бұрын
at 10:00, should be (-1/y - x^2) for the k component
@jyl123
@jyl123 Жыл бұрын
yes
@waldemarknauer7324
@waldemarknauer7324 Жыл бұрын
...and at 8:53, should be -j[d/dz(x^2y-d/dx(xyz)]
@mugmoment
@mugmoment 3 жыл бұрын
can I have Professor Dave as my Calc 3 prof pls?
@user-ln5jq1yx9f
@user-ln5jq1yx9f 6 ай бұрын
How did you get to the 9:43. I can't see how.
@juanfernandez1504
@juanfernandez1504 2 жыл бұрын
Universities should use your teaching style to model how professors should teach in lectures. Students would be less frustrated when learning new concepts, and education would be a lot more fun.
@paulangelomanlapaz2159
@paulangelomanlapaz2159 4 жыл бұрын
💕💕💕
@mathadventuress
@mathadventuress 3 жыл бұрын
im learning this in multivariable calculus...before linear algebra :(
@takudzwaherbertmakopa4478
@takudzwaherbertmakopa4478 2 жыл бұрын
why did he have to consider P, Q, Q into those (x^2y, -x/y, xyz) when determining the curl?
@carultch
@carultch Жыл бұрын
They are placeholders so we don't need to write in the contents of the vector field's component functions. You could use any letters you want, but it is common for literature to use the P/Q/R trio in this context.
@BleachWizz
@BleachWizz 3 жыл бұрын
why... why is there an operation that only works for 3D, it makes no sense... the dot product and cross product are 2 operations extremely dependent on the number of dimensions you have. but I mean in 2D you could have the cross of a single vector that would give you back a perpendicular vector, or if you're taking the cross products between 2 vectors in R^4 it'd return a whole plane perpendicular to the 2 vectors at the same time, which could be broken up further into 2 perpendicular vectors for the plane. PS. I got no answer but I figured if anyone reads: It's called wedge product. This is the real: vector = dot + wedge. (Aka. Parallel part plus orthogonal part)
@carultch
@carultch 2 жыл бұрын
Dot product and divergence work no matter how many dimensions you have. Dot product means multiply corresponding components, and add up the results. Divergence is the differential operator that is analogous ot a dot product. Cross product and subsequently curl, are calculations that only work in 3 dimensions. Since we live in a 3-d universe, there are plenty of applications of these concepts to physical principles that govern our lives. You can take a curl of a 2-dimensional vector field, and the result will be exclusively in the third direction, perpendicular to both of the original dimensions of the vector field.
@angeldude101
@angeldude101 2 жыл бұрын
The wedge product is indeed a viable alternative to the cross product. It returns an object usually called a "bivector," which acts as an oriented plane segment/area. In adding the dot product to the wedge product, I see you've discovered the geometric product, which between two vectors effectively gives an object that acts like a complex number in 2D and like a quaternion in 3D. (It does _not_ act like an octonion in 4D.) With this product, the divergence and curl of a vector field can be combined into a single complex-like object that I've seen called the "vector derivative." It also gives the shortest version of Maxwell's equation(s) that I've seen: ∇F = J The change in the electromagnetic field is equal to the source density.
@eesa4013
@eesa4013 3 жыл бұрын
How to find the scalar function If I know its gradient?
@carultch
@carultch 2 жыл бұрын
Integrate the x-component of the gradient. Call the arbitrary constant of integration C(y, z) Integrate the y-component of the gradient. Cancel terms that are already common in the previous integral. Add terms that didn't exist in the previous integral, in place of C(y, z). Call the arbitrary constant of integration, D(x, z). Repeat for the z-component, and call the arbitrary constant of integration E(x, y). Add up the three results, cancelling terms in common as you do. Terms that are not in common, are terms that are part of the partial constant of integration functions, C(y,z), D(x,z), and E(x,y). When you get to the end of it, call the arbitrary constant of integration K, that is now no longer a function of x, y, or z. K can be any single number, that doesn't depend on any of our function inputs. If the field is conservative, there will be plenty of terms that are common among each integral result. If the field is non-conservative, you will end up with contradictory terms. As an example, suppose our scalar function is: f(x, y, z) = x^2 + x*y*z + z*y^2 + z Find its gradient, and call it F: F = grad f(x, y, z) F = Integrate F's x-component: int y*z = x^2 + x*y*z + C(z, y) Integrate F's y-component int x*z + 2*y*z = x*y*z + z*y^2 + D(x, z) Notice that x*y*z appears in both of the above functions, which means we can cancel it in one of them, and add the two. f = x^2 + x*y*z + z*y^2 + D(z) Now integrate F's z-component int x*y + y^2 + 1 = x*y*z + z*y^2 + z + E(x, y) Combine the terms from all of the above, : f = x^2 + x*y*z + z*y^2 + z + K And you see we now have our original function, with the only difference being the arbitrary constant of integration K. There are an infinite number of potential functions for any given vector field, that all have an identical shape. This is why we have to define a datum of potential energy in physics, where potential energy is by definition zero, for it to be meaningful. Pay close attention to the wording of the problem. If the problem simply says, "find *a* function f(x,y,z), such that grad f(x,y,z) = vector field", then it is OK to omit the arbitrary +K on the end. You can keep it there as a matter of principle, but you are technically correct if you omit it, or make up your own number to take its place. Because you found one function of the infinitely many possible answers. By contrast, if it says "find *the* potential function", then you need to include the +K on the end. The key difference be the article "a" vs "the", in the problem statement wording. Different books or classes may have different conventions for naming this constant. I learned to use K. Most of the time when you use the potential function, you'll end up cancelling this K anyway. But there are some applications where it is of interest to keep it around, and solve for it via boundary conditions.
@willthecat3861
@willthecat3861 2 жыл бұрын
what's the difference between a scalar function... and an "ordinary scalar function?"
@carultch
@carultch Жыл бұрын
No difference. Just an adjective to emphasize that it isn't a vector field.
@ayaangautam8545
@ayaangautam8545 Жыл бұрын
Sir ,there is a mistake in one question (in curl example ) it should be -1/y -x^2
@DhushanSuresh
@DhushanSuresh 11 ай бұрын
yeah you're correct
@ssaafmoon1998
@ssaafmoon1998 3 ай бұрын
لا فض فوك
@omaimakamran4795
@omaimakamran4795 2 жыл бұрын
What is the unit of curl and divergence?
@carultch
@carultch Жыл бұрын
It depends on what the vector field represents. Let's assign an arbitrary unit of u, to the quantity represented by the vector field. Assume x, y, and z are all spatial dimensions measured in meters. The units of divergence would therefore be u/m, and likewise for the unit of curl. The unit of second-order derivatives of the vector field, like the Laplacian, would be u/m^2
@adigozelov-enjoyer
@adigozelov-enjoyer 2 жыл бұрын
Can curl be taken in 7 dimensions?
@angeldude101
@angeldude101 2 жыл бұрын
The curl can be taken in any number of dimensions as long as you use an alternative to the cross product that generalizes nicely. Technically it's possible to take the curl in 1D, but it would always be 0. Curl is ultimately a rotational measure, which looks like a scalar in 2D and like a vector in 3D, but behaves noticeably differently. One generalization of the curl gives its 4D version 6 components, which is notably different from the size of a vector in the same vector space.
@mickyr171
@mickyr171 3 жыл бұрын
Was that a flock of birds that flew over my head or...
@yizhang7027
@yizhang7027 3 жыл бұрын
These short videos put lenthy university lectures to shame.
@tunir4464
@tunir4464 3 жыл бұрын
But i is a unit vector in x axis. How can it be with y? Accordingly how can you multiply x with j hat!?!?
@carultch
@carultch 2 жыл бұрын
A vector field in 2 dimensions in general, consists of two functions of both spatial coordinates, x and y. So F = . Alternatively, F = P(x,y) * i-hat + Q(x,y) * j-hat Both P and Q are functions of both spatial coordinates, and could contain either x, y, or a mixture of both in their definitions. In his example, he is defining P(x, y) to equal y, and Q(x, y) to equal x. Thus, F = , or F = y * i-hat + x * j-hat. It is just a coincidence that P doesn't contain x, and that Q doesn't contain y.
@rfang5380
@rfang5380 4 жыл бұрын
你太牛逼了!!!!来自中国的赞叹!!
@SURYANSSINGH-fs1fl
@SURYANSSINGH-fs1fl 3 ай бұрын
F**k my professor. And love you for breaking thse topics
@stevea7048
@stevea7048 Жыл бұрын
WIsh I'd found these 3 years ago when I was doing these modules in Uni. Now I've finished Uni and watching these for a recap 🥲
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