B Real world applications of differential equations

greg_rack
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Hi guys,
how are you doing?

My maths teacher asked me to work on and deliver an engaging insight-oriented "lesson" to my class, about physical/engineering and real-world applications of differential equations, in order to better get the meaning of operating with such mathematical objects.

Of course, growth and decay phenomena, along with motion equation(2nd order diff. eq.) came to my mind... but I was wondering if I might have been able to delve a bit deeper into the subject by delivering more "advanced" and interesting examples of such applications(even if still doable with high-school calculus knowledge).
Online, I only found the brachistochrone problem which particularly caught my interest, and which seemed not too advanced at a glance... but then I found out it involved concepts such as the Euler-Lagrange equation, which is definitely too beyond my class' level.

Have you got other ideas? Or should I stick just to decay and motion?
 
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It's hard to find a field in science or engineering that doesn't use differential equations. I'll just name a few: (1) design of electronic circuits like in your cell phone and computer, (2) design of virtually any building or mechanical structure, (3) modeling and control of the electrical grid, (4) modeling of stars and galaxies, (5) modeling of cosmology, (6) modeling of population dynamics, (7) modeling of pandemics (like COVID-19), (8) predicting the weather, (9) modeling climate change ... I could go on, but maybe that's enough
 
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Lotka-Volterra should be doable. Here is an example:
https://www.physicsforums.com/threads/math-challenge-november-2020.995557/ - problem 8
https://www.physicsforums.com/threads/solution-manuals-for-the-math-challenges.977057/ - solution (5th file)

And here is Kepler's law, albeit a bit artificial:
https://www.physicsforums.com/threads/math-challenge-april-2021.1001523/ - problem 1

I have another example with Noether's theorem, but this might be too advanced.
 
The most interesting phenomenon of differential equations to me is how they model abrupt changes which are not uncommon in Nature, like the straw which breaks the camel's back: You would think just fishin' a bit wouldn't hurt too much; they'll quickly reproduce. But it depends where the population is. Imagine just removing several and the entire population collapses, basically going extinct. Take for example the DE which models harvesting of natural resources:
$$
\frac{dP}{dt}=kP\left(1-\frac{P}{N}\right)-C
$$
This DE is a function of the parameter ##C##, the "catch"of fish per season. As the catch increases, the population decreases a bit. But at some point, a bifurcation point, if the catch increases just a tiny bit more, the population collapses.

If interested, try and get a copy of "Differential Equations" by Blanchard, Devaney and Hall. Nice write-up about this. Try and use Mathematica or another to make some plots showing this phenomenon graphically. Very easy to solve the equation above numerically in Mathematica using NDSolve and plotting the results without having to know all the details of DE theory. Then maybe research other phenomena which exhibit phase-transitions, critical-points, bifurcations, and catastrophe points.
 
Hitting a moving target with whatever you're throwing at it.
 
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I sketched the isoclines for $$ m=-1,0,1,2 $$. Since both $$ \frac{dy}{dx} $$ and $$ D_{y} \frac{dy}{dx} $$ are continuous on the square region R defined by $$ -4\leq x \leq 4, -4 \leq y \leq 4 $$ the existence and uniqueness theorem guarantees that if we pick a point in the interior that lies on an isocline there will be a unique differentiable function (solution) passing through that point. I understand that a solution exists but I unsure how to actually sketch it. For example, consider a...
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