Life is a math equation. In order to gain the most, you have to know how to convert negatives into positives, Anonymous
The Laplace Transform of a function f(t), where t ≥ 0, is defined as $\mathcal{L}(f(t)) = \int_{0}^{∞} f(t)e^{-st}dt = F(s)$.
One of the most important properties of the Laplace Transform is linearity, which states: $\mathcal{L}(af(t)+bg(t)) = a\mathcal{L}(f(t))+b\mathcal{L}(g(t))$

The following table summarizes the most frequent mappings used in system analysis.
| Function | Laplace Transform |
|---|---|
| Unit Step, u(t) | $\mathcal{L}(u(t)) = \frac{1}{s}, s > 0$ |
| Exponential, $e^{at}$ | $\frac{1}{s - a}, s > a$ |
| Complex Exp $e^{(a + bi)t}$ | $\mathcal{L}(e^{(a + bi)t}) = \frac{1}{s - (a + bi)}, s > a$ |
| Cosine $\cos(\omega t)$ | $\mathcal{L}(\cos(\omega t)) = \frac{s}{s^2 + \omega^2}, s > 0$ |
| Sine $\sin(\omega t)$ | $\mathcal{L}(\sin(\omega t)) = \frac{\omega}{s^2 + \omega^2}, s > 0$ |
| Power, $t^n$ | $\mathcal{L}(t^n) = \frac{n!}{s^{n+1}}, s > 0$ |
| Delayed Step, $u(t-a)$ | $\mathcal{L}(u(t-a)) = \frac{e^{-as}}{s}, s > 0$ |
| Dirac Delta $\delta(t-a)$ | $\mathcal{L}(\delta(t-a)) = e^{-as}, a \geq 0$ |
| $\frac{1}{t}$ | $\mathcal{L}\left(\frac{1}{t}\right) = \text{not defined}$ |
| $e^{-bt} \cos(\omega t)$ | $\mathcal{L}(e^{-bt} \cos(\omega t)) = \frac{s + b}{(s + b)^2 + \omega^2}, s > -b$ |
| $e^{-bt} \sin(\omega t)$ | $\mathcal{L}(e^{-bt} \sin(\omega t)) = \frac{\omega}{(s + b)^2 + \omega^2}, s > -b$ |
| $e^{at}f(t)$ | $\mathcal{L}(e^{at}f(t)) = F(s-a)$ |

Solve: $y'' - 3y' + 2y = 0$. Initial Conditions: $y(0) = 1, \ y'(0) = 0$
Step 1 👣: Take the Laplace Transform of Both Side
Apply the transform linearly across the equation: $\mathcal{L}\{y''\} - 3\mathcal{L}\{y'\} + 2\mathcal{L}\{y\} = 0$
Step 2 👣: Substitute Transforms of the derivatives and Initial Conditions.
Recall the derivative rules: $(s^2Y(s) - sy(0) - y'(0)) - 3(sY(s) - y(0)) + 2Y(s) = 0$.
Substitute $y(0) = 1$ and $y'(0) = 0$: $(s^2Y(s) - s \cdot 1 - 0) - 3(sY(s) - 1) + 2Y(s) = 0$
Simplify, $s^2Y(s) - s - 3sY(s) + 3 + 2Y(s) = 0$
Group the $Y(s)$ terms together and move the rest to the right side: $(s^2 - 3s + 2)Y(s) = s - 3$
Step 3 👣: Solve for $Y(s)$
$$Y(s) = \frac{s - 3}{s^2 - 3s + 2}$$Factor the denominator to prepare for partial fractions: $Y(s) = \frac{s - 3}{(s - 1)(s - 2)}$
Step 4 👣: Partial Fraction Decomposition
$$\frac{s - 3}{(s - 1)(s - 2)} = \frac{A}{s - 1} + \frac{B}{s - 2}$$Multiply by the common denominator: $s - 3 = A(s - 2) + B(s - 1)$
Tip: Use the “cover-up” (or root substitution) method here for speed!
Therefore, $Y(s) = \frac{2}{s - 1} - \frac{1}{s - 2}$
Step 5 👣: Apply the Inverse Laplace Transform
Using the standard transform $\mathcal{L}^{-1}\left\{\frac{1}{s-a}\right\} = e^{at}$, we get: $\boxed{y(t) = 2e^t - e^{2t}}$
Solve: $y'' + 4y = 0$. Initial Conditions: $y(0) = 1, \ y'(0) = 0$
Step 1 👣: Take the Laplace Transform of Both Sides
$$\mathcal{L}\{y''\} + 4\mathcal{L}\{y\} = 0$$Step 2 👣: Substitute Transforms and Initial Conditions
Using the transforms of the derivatives: $(s^2Y(s) - sy(0) - y'(0)) + 4Y(s) = 0$
Substitute $y(0) = 1, \ y'(0) = 0$, $(s^2Y(s) - s \cdot 1 - 0) + 4Y(s) = 0$
Group the terms: $(s^2 + 4)Y(s) = s$
Step 3 👣: Solve for $Y(s)$
$$Y(s) = \frac{s}{s^2 + 4}$$Step 4 👣: Apply the Inverse Laplace Transform
Looking at our standard tables, this perfectly matches the cosine transform formula $\mathcal{L}^{-1}\left\{\frac{s}{s^2+a^2}\right\} = \cos(at)$. Here, $a^2 = 4 \implies a = 2$.
Therefore, $\boxed{y(t) = \cos(2t)}$. This equation perfectly models an undamped mass on a spring released from $y=1$ with no initial velocity.
Solve: $y^{(4)} - y = 0$. Initial Conditions: $y(0) = 0, \ y'(0) = 1, \ y''(0) = 0, \ y'''(0) = 0$
Step 1 👣: Take the Laplace Transform of Both Sides
$$\mathcal{L}\{y^{(4)}\} - \mathcal{L}\{y\} = 0$$Step 2 👣: Substitute Transforms and Initial Conditions
The 4th derivative expands to: $\left(s^4Y(s) - s^3y(0) - s^2y'(0) - sy''(0) - y'''(0)\right) - Y(s) = 0$
Substitute the initial conditions (most of them are zero!): $(s^4Y(s) - 0 - s^2(1) - 0 - 0) - Y(s) = 0$
Simplify, $s^4Y(s) - s^2 - Y(s) = 0$
Group the terms: $Y(s)(s^4 - 1) = s^2$
Step 3 👣: Solve for $Y(s)$
$$Y(s) = \frac{s^2}{s^4 - 1}$$Step 4 👣: Partial Fraction Decomposition
First, fully factor the denominator using the difference of squares: $s^4 - 1 = (s^2 - 1)(s^2 + 1) = (s - 1)(s + 1)(s^2 + 1)$.
Therefore, $\frac{s^2}{(s - 1)(s + 1)(s^2 + 1)} = \frac{A}{s - 1} + \frac{B}{s + 1} + \frac{Cs + D}{s^2 + 1}$
Multiply by the common denominator: $s^2 = A(s + 1)(s^2 + 1) + B(s - 1)(s^2 + 1) + (Cs + D)(s - 1)(s + 1)$
Let’s solve for the constants:
So, our decomposed function is: $Y(s) = \frac{1/4}{s - 1} - \frac{1/4}{s + 1} + \frac{1/2}{s^2 + 1}$
Step 5 👣: Apply the Inverse Laplace Transform
Using our tables for exponentials and sine ($\mathcal{L}^{-1}\left\{\frac{a}{s^2+a^2}\right\} = \sin(at)$): $\boxed{y(t) = \frac{1}{4}e^t - \frac{1}{4}e^{-t} + \frac{1}{2}\sin(t)}$
We can rewrite the first two terms using hyperbolic functions! Since $\sinh(t) = \frac{e^t - e^{-t}}{2}$, your answer can be elegantly written as: $\boxed{y(t) = \frac{1}{2}\sinh(t) + \frac{1}{2}\sin(t)}$
Observe below the ODE solutions we’ve just derived and their distinct physical behaviors:
