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Runge–Gross theorem

Runge–Gross theorem 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 Runge–Gross theorem rather than just read about it. In short: In quantum mechanics, specifically time-dependent density functional theory, the Runge–Gross theorem (RG theorem) shows that for a many-body system evolving from a given initial wavefunction, there exists a one-to-one mapping between the potential (or potentials) in which the system evolves and the density (or densities) of the system. The potentials under which the theorem holds are defined up to an additive purely…

Key takeaways

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

Reference excerpt

In quantum mechanics, specifically time-dependent density functional theory, the Runge–Gross theorem (RG theorem) shows that for a many-body system evolving from a given initial wavefunction, there exists a one-to-one mapping between the potential (or potentials) in which the system evolves and the density (or densities) of the system. The potentials under which the theorem holds are defined up to an additive purely time-dependent function: such functions only change the phase of the wavefunction and leave the density invariant. Most often the RG theorem is applied to molecular systems where the electronic density, ρ(r,t) changes in response to an external scalar potential, v(r,t), such as a time-varying electric field. The Runge–Gross theorem provides the formal foundation of time-dependent density functional theory. It shows that the density can be used as the fundamental variable in describing quantum many-body systems in place of the wavefunction, and that all properties of the system are functionals of the density. The theorem was published by Erich Runge and Eberhard K. U. Gross in 1984. As of September 2021, the original paper has been cited over 5,700 times.

Overview The Runge–Gross theorem was originally derived for electrons moving in a scalar external field. Given such a field denoted by v and the number of electron, N, which together determine a Hamiltonian Hv, and an initial condition on the wavefunction Ψ(t = t0) = Ψ0, the evolution of the wavefunction is determined by the Schrödinger equation (written in atomic units)

H ^ v ( t ) | Ψ ( t ) ⟩ = i ∂ ∂ t | Ψ ( t ) ⟩ . {\displaystyle {\hat {H}}_{v}(t)|\Psi (t)\rangle =i{\frac {\partial }{\partial t}}|\Psi (t)\rangle .}

At any given time, the N-electron wavefunction, which depends upon 3N spatial and N spin coordinates, determines the electronic density through integration as

ρ ( r , t ) = N ∑ s 1 ⋯ ∑ s N ∫ d r 2 ⋯ ∫ d r N | Ψ ( r , s 1 , r 2 , s 2 , . . . , r N , s N , t ) | 2 . {\displaystyle \rho (\mathbf {r} ,t)=N\sum _{s_{1}}\cdots \sum _{s_{N}}\int \ \mathrm {d} \mathbf {r} _{2}\ \cdots \int \ \mathrm {d} \mathbf {r} _{N}\ |\Psi (\mathbf {r} ,s_{1},\mathbf {r} _{2},s_{2},...,\mathbf {r} _{N},s_{N},t)|^{2}.}

Two external potentials differing only by an additive time-dependent, spatially independent, function, c(t), give rise to wavefunctions differing only by a phase factor exp(-i α(t)), with dα(t)/dt = c(t), and therefore the same electronic density. These constructions provide a mapping from an external potential to the electronic density:

v ( r , t ) + c ( t ) → e − i c ( t ) | Ψ ( t ) ⟩ → ρ ( r , t ) . {\displaystyle v(\mathbf {r} ,t)+c(t)\rightarrow e^{-ic(t)}|\Psi (t)\rangle \rightarrow \rho (\mathbf {r} ,t).}

The Runge–Gross theorem shows that this mapping is invertible, modulo c(t). Equivalently, that the density is a functional of the external potential and of the initial wavefunction on the space of potentials differing by more than the addition of c(t):

ρ ( r , t ) = ρ [ v , Ψ 0 ] ( r , t ) ↔ v ( r , t ) = v [ ρ , Ψ 0 ] ( r , t ) {\displaystyle \rho (\mathbf {r} ,t)=\rho [v,\Psi _{0}](\mathbf {r} ,t)\leftrightarrow v(\mathbf {r} ,t)=v[\rho ,\Psi _{0}](\mathbf {r} ,t)}

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Runge–Gross theorem

Start with the simplest possible case. Write down what Runge–Gross theorem 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 Runge–Gross theorem 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 Runge–Gross theorem 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 Runge–Gross theorem

In research
Runge–Gross theorem 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 Runge–Gross theorem 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
Runge–Gross theorem is common in secondary-school and first-year university syllabi. It links to neighbouring topics Density functional theory, Theorems in quantum mechanics, so understanding it makes those chapters shorter.
In everyday life
Look for Runge–Gross theorem 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 Runge–Gross theorem in 20 minutes

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

Frequently asked questions

What is Runge–Gross theorem in simple terms?

In quantum mechanics, specifically time-dependent density functional theory, the Runge–Gross theorem (RG theorem) shows that for a many-body system evolving from a given initial wavefunction, there exists a one-to-one mapping between the potential (or potentials) in which the system evolves and the…

Why does Runge–Gross theorem 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 Runge–Gross theorem?

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 Runge–Gross theorem.

Tags

  • Density functional theory
  • Theorems in quantum mechanics

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