4.7.13Partial Differential Equations

Laplace's equation (elliptic) — physical meaning (steady-state)

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WHAT is Laplace's equation?

It is the prototype elliptic PDE. "Elliptic" comes from classifying Auxx+Buxy+Cuyy+=0Au_{xx}+Bu_{xy}+Cu_{yy}+\dots=0 by the discriminant B24ACB^2-4AC. For Laplace, A=C=1,B=0A=C=1, B=0, so B24AC=4<0B^2-4AC=-4<0elliptic (like the equation of an ellipse x2+y2=1x^2+y^2=1).


WHY does "steady-state" produce 2u=0\nabla^2 u = 0?

The cleanest derivation starts from the heat (diffusion) equation and asks "what happens when time stops mattering?"


HOW to picture it: the mean-value property

Why it's true (sketch). Define uˉ(r)=\bar u(r)= average of uu on the circle of radius rr. Differentiate and use the divergence theorem: duˉdr=12πrunds=12πrdisk2udA=0.\frac{d\bar u}{dr} = \frac{1}{2\pi r}\oint \frac{\partial u}{\partial n}\,ds = \frac{1}{2\pi r}\iint_{disk}\nabla^2 u\,dA = 0. So uˉ(r)\bar u(r) is constant in rr; shrinking r0r\to 0 gives uˉ=u(x0)\bar u = u(\mathbf{x}_0).

Figure — Laplace's equation (elliptic) — physical meaning (steady-state)

Boundary conditions — and WHY they make it well-posed

Elliptic problems need conditions on the whole closed boundary (not initial conditions in time, because there's no time!).

  • Dirichlet: uu specified on boundary (fix the edge temperature).
  • Neumann: u/n\partial u/\partial n specified (fix the heat flux through the edge; insulated ⇒ =0=0).

Worked examples


Common mistakes (Steel-manned)


Recall Feynman: explain it to a 12-year-old

Imagine a metal plate. You hold the edges at fixed temperatures — one edge hot, one cold — and wait a long, long time. Eventually the heat stops sloshing around; every spot settles to a temperature that's just the average of the temperatures around it. That settled picture is what Laplace's equation describes. Because each point is the average of its neighbours, you can never have a single super-hot dot in the middle surrounded by cool — it would instantly start sharing its heat and stop being "settled." So the hottest and coldest places are always on the edges you're holding.


Active-recall flashcards

Laplace's equation in symbols
2u=0\nabla^2 u = 0 (the Laplacian of uu is zero)
A function satisfying 2u=0\nabla^2 u=0 is called
harmonic
What physical situation does Laplace's equation describe?
A steady-state (time-independent) field, e.g. equilibrium temperature, electrostatic potential, or incompressible irrotational flow
Why does steady-state heat flow give 2u=0\nabla^2 u=0?
Setting ut=0u_t=0 in the heat equation ut=α2uu_t=\alpha\nabla^2 u leaves 2u=0\nabla^2 u=0
What is the PDE-classification type of Laplace's equation?
Elliptic (B24AC<0B^2-4AC<0 with A=C=1,B=0A=C=1,B=0)
State the mean-value property
A harmonic function's value at a point equals the average of its values over any surrounding circle/sphere
What does the maximum principle say?
A harmonic function has no interior maxima or minima; extremes occur only on the boundary
What kind of conditions does an elliptic PDE require?
Boundary conditions on the entire closed boundary (Dirichlet or Neumann), not initial conditions
Dirichlet vs Neumann condition
Dirichlet fixes uu on the boundary; Neumann fixes the normal derivative u/n\partial u/\partial n (flux)
Is u=x2y2u=x^2-y^2 harmonic?
Yes: uxx+uyy=22=0u_{xx}+u_{yy}=2-2=0
Solve u(x)=0u''(x)=0 with u(0)=10,u(L)=30u(0)=10,u(L)=30
u(x)=10+20Lxu(x)=10+\frac{20}{L}x (a straight line)
Sign interpretation of 2u>0\nabla^2 u>0 at a point
The point is below its neighbours' average; heat flows in, it tends to warm

Connections

Concept Map

substitute into

combined with flux

set du/dt = 0

yields

solutions called

classified as

because

satisfies

means

implies

defines

Heat equation ut = alpha lap u

Fourier law q = -k grad u

Energy conservation

Steady state du/dt = 0

Laplace equation lap u = 0

Harmonic function

Elliptic PDE

Discriminant B^2-4AC < 0

Mean-value property

Value = average of neighbours

No net heat flow

Hinglish (regional understanding)

Intuition Hinglish mein samjho

Dekho, Laplace's equation 2u=0\nabla^2 u = 0 ka matlab hai steady-state — yaani system ab time ke saath change nahi ho raha, sab settle ho chuka hai. Socho ek metal plate jiske edges pe tum fixed temperature laga ke chhod do. Pehle heat idhar-udhar flow karegi, par bahut der baad sab thanda-garam ka jhagda khatam, har point apni jagah par "average of neighbours" ke barabar ho jata hai. Wahi settled picture Laplace describe karta hai.

Iski derivation simple hai: heat equation hai ut=α2uu_t = \alpha \nabla^2 u. Steady-state mein time-derivative ut=0u_t = 0, toh bach jata hai 2u=0\nabla^2 u = 0. Bas! 2u\nabla^2 u batata hai ki ek point apne aas-paas ke average se kitna alag hai. Agar 2u=0\nabla^2 u = 0, toh point exactly average pe hai, koi net heat flow nahi, isliye steady.

Sabse important property: mean-value property aur maximum principle. Kisi bhi interior point ki value uske around wale circle ka average hoti hai. Isliye andar koi hot spot ya cold spot ho hi nahi sakta — maximum aur minimum hamesha boundary pe milenge. Yeh bilkul logical hai: agar beech mein ek garam dot hota, toh woh apni heat baat raha hota, matlab abhi steady hua hi nahi.

Yaad rakhna: Laplace ek elliptic PDE hai, isliye isme initial condition nahi, boundary condition chahiye — pure closed boundary par (Dirichlet = uu fix karo, Neumann = flux fix karo). Time variable hota hi nahi, kyunki yeh toh final settled snapshot hai. Exam mein common galti yeh hoti hai ki log ise time-evolution samajh lete hain — nahi, yeh evolution ka end result hai.

Test yourself — Partial Differential Equations

Connections