Ideas for simulation based physics paper in high-school

Click For Summary
SUMMARY

The forum discussion centers on developing a simulation-based physics paper for high school, focusing on topics suitable for students with limited calculus knowledge. Suggested projects include simulating the orbit of the Earth around the sun and creating a molecular dynamics simulation of a Lennard-Jones fluid. The discussion emphasizes the importance of understanding basic mechanics, vector algebra, and collision handling in programming. Resources for further reading are also mentioned to aid comprehension of the underlying physics concepts.

PREREQUISITES
  • Basic understanding of pre-calculus mathematics
  • Familiarity with vector algebra and analytic geometry
  • Knowledge of basic mechanics principles
  • Programming skills for simulation development
NEXT STEPS
  • Research "Molecular Dynamics Simulation" techniques and algorithms
  • Study the "Lennard-Jones Potential" and its applications in physics
  • Explore "Maxwell's Distribution" and its significance in statistical mechanics
  • Review resources on "Integrating Equations of Motion" for simulations
USEFUL FOR

This discussion is beneficial for high school students, educators, and anyone interested in applying programming to physics simulations, particularly those focusing on molecular dynamics and basic mechanics.

Aaronaut
Messages
4
Reaction score
0
I have to write, with two friends, a simulation based physics paper at school.
The problem is, that will I am quite familiar with the concepts of calculus and algebra, my friends aren't.
So, we could find a good topic. The task is, to write a paper about a physical topic, with the use of a selfmade program. The development of the program shouldn't be a problem at all. we have a good programmer.
Any suggestions, for a topic that involves only pre-calculus math or only just some calculus?
 
Physics news on Phys.org
How about a simple molecular dynamics simulation?
The setup is rather straightforward as you integrate the equations of motion for a system.
The hard part might be motivating the integrator to your fellow students as this is based on series expansions.
I'm sure there are some simple books out there that explain this in sufficient detail for the 3 of you to understand.

An example for a system here is simulating the orbit of the Earth around the sun. Or any other orbit.
I wouldn't suggest simulating more difficult systems at first, get yourself acquainted with the methods first.
After that you can look at for example liquids e.g. a Lennard-Jones fluid as a prime example.
 
Simulate motion of a set of spheres in rectangular container, bouncing of each other and off the walls. Since the motion of any sphere is a series of rectilinear motions interrupted by collisions, vector algebra (analytic geometry), basic mechanics and good programming skills should be sufficient. Since there are no forces in between the colissions, complicated numerical integration of differential equation is not necessary - the main hard part is handling the collisions. The mathematics involved should be tractable and physically this is interesting, since it is a model of a gas.

Why is it interesting? You can investigate whether the system obeys the equation of state from statistical physics
$$
PV = Nk_BT,
$$
where ##P## is pressure, ##V## si volume of the container, ##N## number of spheres and ##T## is kinetic temperature. Theoretically, it should be obeyed if the gas is rare enough, but with enough spheres packed, lower effective volume ##V'## is expected. You can investigate this decreased volume as a function of number of spheres ##N##.

Another interesting thing: you can investigate whether the velocities of the spheres obey Maxwell's distribution. Just give all the spheres velocities with random direction and random magnitude initially and observe what happens to histogram of velocities. It should approach the Maxwell curve and stick to it.
 
Last edited:
JorisL said:
How about a simple molecular dynamics simulation?
The setup is rather straightforward as you integrate the equations of motion for a system.
The hard part might be motivating the integrator to your fellow students as this is based on series expansions.
I'm sure there are some simple books out there that explain this in sufficient detail for the 3 of you to understand.

An example for a system here is simulating the orbit of the Earth around the sun. Or any other orbit.
I wouldn't suggest simulating more difficult systems at first, get yourself acquainted with the methods first.
After that you can look at for example liquids e.g. a Lennard-Jones fluid as a prime example.
This is what I would recommend, just write a molecular dynamics (MD) simulation from scratch. The thing about molecular dynamics is a bare bones MD code has very few features to implement but there is a lot of room to increase the complexity.

http://ocw.mit.edu/courses/material...sma-5107-spring-2005/labs/lab_assignment4.pdf

If you go down to extra credit the Professor indicates the ingredients to a bare bones code.
 
TL;DR: How can I begin to gain an understanding of astronomy? Hello there, and thank you in advance to anyone that might answer this. I'm sorry if this is the wrong place to post a question like this, as I am new to this website and also very nervous about making a post that others might see/reply to. I am a freshman in high school and I am interested in astronomy. I want to learn about space, but I am not quite sure where to begin. Is there anything that I can do to seriously expand my...

Similar threads

  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 16 ·
Replies
16
Views
3K
  • · Replies 12 ·
Replies
12
Views
2K
  • · Replies 25 ·
Replies
25
Views
5K
  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 10 ·
Replies
10
Views
5K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 26 ·
Replies
26
Views
6K
Replies
28
Views
3K