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Weyl law

Weyl law is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Weyl law rather than just read about it. In short: In mathematics, especially spectral theory, Weyl's law describes the asymptotic behavior of eigenvalues of the Laplace–Beltrami operator. This description was discovered in 1911 (in the d = 2 , 3 {\displaystyle d=2,3} case) by Hermann Weyl for eigenvalues for the Laplace–Beltrami operator acting on functions that vanish at the boundary of a bounded domain Ω ⊂ R d {\displaystyle \Omega \subset \mathbb {R} ^{d}} .

Key takeaways

  • Weyl law belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Weyl law to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Weyl law from memory before moving on to harder problems.

Reference excerpt

In mathematics, especially spectral theory, Weyl's law describes the asymptotic behavior of eigenvalues of the Laplace–Beltrami operator. This description was discovered in 1911 (in the d = 2 , 3 {\displaystyle d=2,3} case) by Hermann Weyl for eigenvalues for the Laplace–Beltrami operator acting on functions that vanish at the boundary of a bounded domain Ω ⊂ R d {\displaystyle \Omega \subset \mathbb {R} ^{d}} . In particular, he proved that the number, N ( λ ) {\displaystyle N(\lambda )} , of Dirichlet eigenvalues (counting their multiplicities) less than or equal to λ {\displaystyle \lambda } satisfies

lim λ → ∞ N ( λ ) λ d / 2 = ( 2 π ) − d ω d v o l ( Ω ) {\displaystyle \lim _{\lambda \rightarrow \infty }{\frac {N(\lambda )}{\lambda ^{d/2}}}=(2\pi )^{-d}\omega _{d}\mathrm {vol} (\Omega )}

where ω d {\displaystyle \omega _{d}} is a volume of the unit ball in R d {\displaystyle \mathbb {R} ^{d}} . In 1912 he provided a new proof based on variational methods. Weyl's law can be extended to closed Riemannian manifolds, where another proof can be given using the Minakshisundaram–Pleijel zeta function.

Generalizations The Weyl law has been extended to more general domains and operators. For the Schrödinger operator

H = − h 2 Δ + V ( x ) {\displaystyle H=-h^{2}\Delta +V(x)}

it was extended to

N ( E , h ) ∼ ( 2 π h ) − d ∫ { | ξ | 2 + V ( x ) < E } d x d ξ {\displaystyle N(E,h)\sim (2\pi h)^{-d}\int _{\{|\xi |^{2}+V(x)<E\}}dx\,d\xi }

as E {\displaystyle E} tending to + ∞ {\displaystyle +\infty } or to a bottom of essential spectrum and/or h → + 0 {\displaystyle h\to +0} .

Here N ( E , h ) {\displaystyle N(E,h)} is the number of eigenvalues of H {\displaystyle H} below E {\displaystyle E} unless there is essential spectrum below E {\displaystyle E} in which case N ( E , h ) = + ∞ {\displaystyle N(E,h)=+\infty } . In the development of spectral asymptotics, the crucial role was played by variational methods and microlocal analysis.

Counter-examples The extended Weyl law fails in certain situations. In particular, the extended Weyl law "claims" that there is no essential spectrum if and only if the right-hand expression is finite for all E {\displaystyle E} . If one considers domains with cusps (i.e. "shrinking exits to infinity") then the (extended) Weyl law claims that there is no essential spectrum if and only if the volume is finite. However for the Dirichlet Laplacian there is no essential spectrum even if the volume is infinite as long as cusps shrinks at infinity (so the finiteness of the volume is not necessary). On the other hand, for the Neumann Laplacian there is an essential spectrum unless cusps shrinks at infinity faster than the negative exponent (so the finiteness of the volume is not sufficient).

Weyl conjecture Weyl conjectured that

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Weyl law

Start with the simplest possible case. Write down what Weyl law claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Weyl law before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Weyl law ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Weyl law

In research
Weyl law appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Weyl law in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Weyl law is common in secondary-school and first-year university syllabi. It links to neighbouring topics Partial differential equations, Spectral theory, so understanding it makes those chapters shorter.
In everyday life
Look for Weyl law outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Weyl law in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Weyl law means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Weyl law out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Weyl law in simple terms?

In mathematics, especially spectral theory, Weyl's law describes the asymptotic behavior of eigenvalues of the Laplace–Beltrami operator. This description was discovered in 1911 (in the d = 2 , 3 {\displaystyle d=2,3} case) by Hermann Weyl for eigenvalues for the Laplace–Beltrami operator acting on…

Why does Weyl law matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Weyl law?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Weyl law.

Tags

  • Partial differential equations
  • Spectral theory

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