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Quantum master equation

Quantum master equation 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 Quantum master equation rather than just read about it. In short: In quantum information, a quantum master equation is a general equation describing the evolution of a quantum system interacting with its environment. They are a generalization of master equations, equations that describe the evolution of probabilistic combination of states.

Quantum master equation — main illustration
Quantum master equation — illustration

Key takeaways

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

Reference excerpt

In quantum information, a quantum master equation is a general equation describing the evolution of a quantum system interacting with its environment. They are a generalization of master equations, equations that describe the evolution of probabilistic combination of states. Quantum master equations are differential equations for a system's density matrix, a matrix descriptions of the quantum system. Rather than just a system of differential equations for a set of probabilities (which only constitutes the diagonal elements of a density matrix), quantum master equations are differential equations for the entire density matrix, including off-diagonal elements. A density matrix with only diagonal elements can be modeled as a classical random process, therefore such an "ordinary" master equation is considered classical. Off-diagonal elements represent quantum coherence which is a physical characteristic that is intrinsically quantum mechanical. Some quantum master equations, such as the Nakajima–Zwanzig equation, are formally exact, but are in general as difficult to solve as the full quantum problem. Instead, many master equations take the Markovian approximation to achieve reduced dynamics. This approximation assumes that the environment, or bath, is memoryless. Approximate Markovian quantum master equations include the Redfield equation and Lindblad equation. These equations are very easy to solve, but are not generally accurate for all systems. Some modern approximations based on quantum master equations, which show better agreement with exact numerical calculations in some cases, include the polaron transformed quantum master equation and the VPQME (variational polaron transformed quantum master equation). Numerically exact approaches to the kinds of problems to which master equations are usually applied include numerical Feynman integrals, quantum Monte Carlo, DMRG and NRG, MCTDH, and HEOM.

Background and motivation The time evolution of a closed quantum system is described by the Schrödinger equation,

i ψ ˙ = H ψ ψ t = U t ψ 0 , {\displaystyle i{\dot {\psi }}=H\psi \qquad \psi _{t}=U_{t}\psi _{0},}

For more than one parameter, such as in an entangled state or a classical ensemble of quantum states, the density matrix is instead used. For the density matrix, the time evolution is given by the von Neumann equation,

ρ ˙ = − i [ H , ρ ] ρ t = U t ρ 0 U t † {\displaystyle {\dot {\rho }}=-i[H,\rho ]\qquad \rho _{t}=U_{t}\rho _{0}U_{t}^{\dagger }}

However, this still describes a closed system. Instead, the system is described by the evolution law

ρ ′ = Λ ρ = ∑ α K α ρ K α † , where ∑ α K α K α † = I {\displaystyle \rho '=\Lambda \rho =\sum _{\alpha }K_{\alpha }\rho K_{\alpha }^{\dagger },\quad {\textrm {where}}\quad \sum _{\alpha }K_{\alpha }K_{\alpha }^{\dagger }=I}

This is not yet a quantum master equation since it is not a differential equation. In the Markovian approximation, this law gives:

d ρ d t = L ρ ρ t = e t L ρ 0 , {\displaystyle {\frac {d\rho }{dt}}={\mathcal {L}}\rho \qquad \rho _{t}=e^{t{\mathcal {L}}}\,\rho _{0},}

which is a master equation for ρ {\displaystyle \rho } in the Markovian approximation.

See also Open quantum system Quantum dynamics Quantum coherence Differential equation Master equation Lindblad equation Nakajima–Zwanzig equation Feynman integral

References

Illustrations

Quantum master equation: The evolution of the z-component of the Bloch vector of a two-level atom undergoing damped Rabi oscillations as predicted by its master equation (bottom), compared to two measurement choices (photon-counting measurements and homodyne detection).
The evolution of the z-component of the Bloch vector of a two-level atom undergoing damped Rabi oscillations as predicted by its master equation (bottom), compared to two measurement choices (photon-counting measurements and homodyne detection).

Worked examples

Example 1 — a first encounter with Quantum master equation

Start with the simplest possible case. Write down what Quantum master equation 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 Quantum master equation 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 Quantum master equation 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 Quantum master equation

In research
Quantum master equation 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 Quantum master equation 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
Quantum master equation is common in secondary-school and first-year university syllabi. It links to neighbouring topics Equations, so understanding it makes those chapters shorter.
In everyday life
Look for Quantum master equation 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 Quantum master equation in 20 minutes

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

Frequently asked questions

What is Quantum master equation in simple terms?

In quantum information, a quantum master equation is a general equation describing the evolution of a quantum system interacting with its environment. They are a generalization of master equations, equations that describe the evolution of probabilistic combination of states.

Why does Quantum master equation 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 Quantum master equation?

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 Quantum master equation.

Tags

  • Equations

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