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Riesz potential

Riesz potential 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 Riesz potential rather than just read about it. In short: In mathematics, the Riesz potential is a potential named after its discoverer, the Hungarian mathematician Marcel Riesz. In a sense, the Riesz potential defines a fractional inverse power ( − Δ ) − α / 2 {\displaystyle (-\Delta )^{-\alpha /2}} of the Laplace operator on Euclidean space.

Key takeaways

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

Reference excerpt

In mathematics, the Riesz potential is a potential named after its discoverer, the Hungarian mathematician Marcel Riesz. In a sense, the Riesz potential defines a fractional inverse power ( − Δ ) − α / 2 {\displaystyle (-\Delta )^{-\alpha /2}} of the Laplace operator on Euclidean space. It generalizes to several variables the Riemann–Liouville integrals of one variable.

Definition If 0 < α < n, then the Riesz potential Iαf of a locally integrable function f on Rn is the function defined by

where the constant is given by

c α = π n / 2 2 α Γ ( α / 2 ) Γ ( ( n − α ) / 2 ) . {\displaystyle c_{\alpha }=\pi ^{n/2}2^{\alpha }{\frac {\Gamma (\alpha /2)}{\Gamma ((n-\alpha )/2)}}.}

This singular integral is well-defined provided f decays sufficiently rapidly at infinity, specifically if f ∈ Lp(Rn) with 1 ≤ p < n/α. The classical result due to Sobolev states that the rate of decay of f and that of Iαf are related in the form of an inequality (the Hardy–Littlewood–Sobolev inequality)

‖ I α f ‖ p ∗ ≤ C p ‖ f ‖ p , p ∗ = n p n − α p , ∀ 1 < p < n α {\displaystyle \|I_{\alpha }f\|_{p^{*}}\leq C_{p}\|f\|_{p},\quad p^{*}={\frac {np}{n-\alpha p}},\quad \forall 1<p<{\frac {n}{\alpha }}}

For p=1 the result was extended by (Schikorra, Spector & Van Schaftingen 2014),

‖ I α f ‖ 1 ∗ ≤ C p ‖ R f ‖ 1 . {\displaystyle \|I_{\alpha }f\|_{1^{*}}\leq C_{p}\|Rf\|_{1}.}

where R f = D I 1 f {\displaystyle Rf=DI_{1}f} is the vector-valued Riesz transform. More generally, the operators Iα are well-defined for complex α such that 0 < Re α < n. The Riesz potential can be defined more generally in a weak sense as the convolution

I α f = f ∗ K α {\displaystyle I_{\alpha }f=f*K_{\alpha }}

where Kα is the locally integrable function:

K α ( x ) = 1 c α 1 | x | n − α . {\displaystyle K_{\alpha }(x)={\frac {1}{c_{\alpha }}}{\frac {1}{|x|^{n-\alpha }}}.}

The Riesz potential can therefore be defined whenever f is a compactly supported distribution. In this connection, the Riesz potential of a positive Borel measure μ with compact support is chiefly of interest in potential theory because Iαμ is then a (continuous) subharmonic function off the support of μ, and is lower semicontinuous on all of Rn. Consideration of the Fourier transform reveals that the Riesz potential is a Fourier multiplier. In fact, one has

K α ^ ( ξ ) = ∫ R n K α ( x ) e − 2 π i x ξ d x = | 2 π ξ | − α {\displaystyle {\widehat {K_{\alpha }}}(\xi )=\int _{\mathbb {R} ^{n}}K_{\alpha }(x)e^{-2\pi ix\xi }\,\mathrm {d} x=|2\pi \xi |^{-\alpha }}

and so, by the convolution theorem,

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Riesz potential

Start with the simplest possible case. Write down what Riesz potential 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 Riesz potential 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 Riesz potential 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 Riesz potential

In research
Riesz potential 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 Riesz potential 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
Riesz potential is common in secondary-school and first-year university syllabi. It links to neighbouring topics Fractional calculus, Partial differential equations, Potential theory, so understanding it makes those chapters shorter.
In everyday life
Look for Riesz potential 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 Riesz potential in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Riesz potential 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 Riesz potential out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Riesz potential in simple terms?

In mathematics, the Riesz potential is a potential named after its discoverer, the Hungarian mathematician Marcel Riesz. In a sense, the Riesz potential defines a fractional inverse power ( − Δ ) − α / 2 {\displaystyle (-\Delta )^{-\alpha /2}} of the Laplace operator on Euclidean space.

Why does Riesz potential 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 Riesz potential?

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 Riesz potential.

Tags

  • Fractional calculus
  • Partial differential equations
  • Potential theory
  • Singular integrals

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