The Laplace transform turns a function of time into a function of a new variable $s$. Its power, which you will see in the next topics, is that it turns derivatives into multiplication by $s$, so differential equations become algebra. It is built from an improper integral, and most table entries come from integration by parts.
🔑 Key idea
$$\mathcal{L}\{f\}(s) = F(s) = \int_0^{\infty} e^{-st}f(t)\,dt,$$ defined for the $s$ where the integral converges. The transform is linear: $\mathcal{L}\{af + bg\} = aF + bG$.
The basic table.
$f(t)$
$F(s)$
valid for
$1$
$\frac{1}{s}$
$s > 0$
$e^{at}$
$\frac{1}{s - a}$
$s > a$
$t^{n}$
$\frac{n!}{s^{n+1}}$
$s > 0$
$\sin bt$
$\frac{b}{s^{2} + b^{2}}$
$s > 0$
$\cos bt$
$\frac{s}{s^{2} + b^{2}}$
$s > 0$
💡 Why it works
For $e^{at}$: $\int_0^{\infty} e^{-(s - a)t}\,dt$ $= \left[-\frac{e^{-(s - a)t}}{s - a}\right]_0^{\infty} = \frac{1}{s - a}$, provided $s > a$ so the exponential dies out. For powers, integrating by parts gives $\mathcal{L}\{t^{n}\} = \frac{n}{s}\mathcal{L}\{t^{n-1}\}$, and repeating down to $\mathcal{L}\{1\} = \frac{1}{s}$ gives $\frac{n!}{s^{n+1}}$. For sine and cosine, put $a = ib$: $\frac{1}{s - ib} = \frac{s + ib}{s^{2} + b^{2}}$, and by Euler's formula the real and imaginary parts are the transforms of $\cos bt$ and $\sin bt$.
✏️ Worked example: From the definition
Find $\mathcal{L}\{e^{3t}\}$ and say where it is valid.
Find the transform of $f(t) = 2$ for $0 \le t < 3$ and $f(t) = 0$ for $t \ge 3$.
The integral stops at 3: $\int_0^{3} 2e^{-st}\,dt = 2\left[-\frac{e^{-st}}{s}\right]_0^{3}$.
$= \frac{2}{s}(1 - e^{-3s})$.
Answer: $F(s) = \frac{2(1 - e^{-3s})}{s}$
⚠️ Common mistake
Treating $s$ and $t$ alike. The integral is over $t$, so $s$ acts as a constant inside it and survives in the answer, while $t$ disappears. Also keep the convergence condition in mind: $\frac{1}{s - 3}$ represents $\mathcal{L}\{e^{3t}\}$ only for $s > 3$.
The integrand $te^{-st}$ for $f(t) = t$. The shaded area is $F(s) = \frac{1}{s^{2}}$. Larger $s$ squeezes the area toward 0; smaller $s$ spreads it out.
Which functions have a transform? It is enough that $f$ is piecewise continuous and of exponential order: $|f(t)| \le Me^{at}$ for large $t$. Then the integral converges for every $s > a$, because the factor $e^{-st}$ wins. Polynomials, exponentials, sines and step functions all qualify; $e^{t^{2}}$ grows too fast and has no transform. For such functions $F(s) \to 0$ as $s \to \infty$, so an expression like $\frac{s^{2}}{s + 1}$ is not the transform of any ordinary function.
Practice
Pass with 3 right answers, the last 2 in a row. Each right answer earns 2 XP.