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Graduate · Extension · 20 minute lesson

Separate a smooth energy identity from a weak energy inequality

Derive the energy balance and understand what lower-regularity limits can retain.

Lesson 32 of 40 in Graduate. Take the time you need; the lesson estimate is a guide.

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01 · Read and understand

What you will learn

  • Derive the energy balance and understand what lower-regularity limits can retain.
  • Justify the conclusion "½d||u||₂²/dt+ν||∇u||₂²=0" using the stated assumptions.

Before you start

Weak solutions, integration by parts, and kinetic energy.

Keep paper nearby. Read the question once for the context, then again to identify what is known and what you need to find.

Start with a question

For a smooth unforced periodic incompressible velocity, derive the L² energy law.

Why this math matters

Derive the energy balance and understand what lower-regularity limits can retain. This worked micro-lesson connects a precise mathematical condition to a conclusion you can check. The transfer task asks you to change the setting and decide which parts of the reasoning still apply.

An advanced mathematics workspace with geometric models and research notes
Make a representation of your own.Sketch the quantities or relationships in this question before working through the solution. The cover image sets the learning scene; it does not show this problem’s exact values.

Set up the model

A useful answer starts with clear assumptions:

  • The smooth calculation uses periodic boundaries or stationary homogeneous no-slip boundaries u=0.
  • Viscosity is a positive constant.

02 · Work through the example

Follow the reasoning, one step at a time.

Try to predict the next step before reading it. After each calculation, explain why the operation makes sense and how it helps answer the original question.

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See this example unfold.

The complete worked example, one idea at a time.

Text-led walkthrough · no audioAmar’s portrait was edited with AI.

Separate a smooth energy identity from a weak energy inequality

Paused

Question: Start with the question. Paused.

Question

Start with the question

For a smooth unforced periodic incompressible velocity, derive the L² energy law.

Before you calculate

Read what is known and what you need to find. Make a prediction before moving to the first calculation.

Starts paused. Play advances through the full text at a reading pace; pause whenever you need more time. Previous, Next, and the phase buttons let you set your own pace. Playback pauses when this walkthrough leaves the screen or you switch tabs.

Your device’s reduced-motion setting keeps each phase still. Manual controls remain available. The full written solution stays below.

  1. Build the model

    Take the L² inner product of the equation with u

    The time term becomes half the derivative of the squared L² norm.

  2. Work through the mathematics

    ∫((u·∇)u)·u=0 and ∫∇p·u=0

    Divergence-free transport and periodicity cancel the nonlinear and pressure contributions.

  3. Check the conclusion

    ½d||u||₂²/dt+ν||∇u||₂²=0

    For suitable finite-energy weak solutions, one generally works with the corresponding integrated inequality rather than assuming every smooth manipulation remains valid.

The result

½d||u||₂²/dt+ν||∇u||₂²=0

For suitable finite-energy weak solutions, one generally works with the corresponding integrated inequality rather than assuming every smooth manipulation remains valid.

Common mistakes to catch

  • Do not upgrade an inequality to equality without regularity justification.
  • Energy control and pointwise regularity are different estimates.

03 · Practice independently

Try it before revealing the answer.

Use paper or a calculator as needed. Write your units and reasoning, then open the hint or explanation to check your approach.

Practice 1

What term appears with body force f?

Show a hint

Retain its inner product with velocity.

Reveal answer and explanation

∫f·u

Force can inject or remove energy depending on its alignment with u.

Practice 2

Does finite kinetic energy alone bound the pointwise maximum speed?

Show a hint

Compare L² and L∞ control.

Reveal answer and explanation

No

A field can concentrate large values in a small region while its L² norm remains finite.

Take the idea with you

Identify the exact estimate preserved when approximating a PDE solution by smoother fields.

04 · Reflect and continue

Can you explain it in your own words?

Before moving on, explain the main idea without looking at the worked example. Try both practice questions, check your reasoning, and name one mistake you now know how to avoid. Return to a step if you still need support.

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