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Differential equations

The laws of nature, written as change.

Hard

Nature rarely tells you what a quantity is — it tells you how the quantity changes. “Cooling is proportional to temperature difference.” “Growth is proportional to population.” A differential equation is that sentence in symbols; solving it reveals the future.

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5 lessons

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The big ideas

Equations about rates

y′ = ky says: this thing grows in proportion to its size. The unknown isn't a number — it's a whole function, the curve that obeys the law.

Slope fields show the flow

Draw the slope the equation demands at every point, and solutions appear as curves following the grain — you can see the answer before solving anything.

Few solve exactly; all solve numerically

Most real equations have no tidy formula. Computers step them forward in tiny slices — the same Riemann thinking you learned in integrals, running every simulation on earth.

The course — start at lesson one

  1. 01Reading rate lawsRate-laws in plain English, and slope fields that show every solution.
  2. 02Exponential growth & decayy′ = ky: the single most important equation.
  3. 03Predicting step by stepEuler's method — how computers solve what formulas can't.
  4. 04Systems in motionEpidemics, predator–prey, and orbits: equations in conversation.
  5. 05Second-order equations & oscillationWhere waves come from: characteristic roots, ringing, resonance.

Out in the world

Epidemics

The SIR model — three linked differential equations — guides real public-health decisions.

Spacecraft & orbits

Missions navigate by integrating Newton's laws forward through time.

Climate & weather

Forecasts are massive systems of differential equations stepped forward on supercomputers.

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