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README.md
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README.md
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# Projectile Simulation
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This project simulates the motion of a projectile with air resistance.
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## Installation
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1. Clone this repository.
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2. Install the required packages using pip:
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```shell
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pip install -r requirements.txt
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```
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## Usage
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Run the main.py script:
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```shell
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python main.py
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```
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main.py
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main.py
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from projectile.simulation import ProjectileSimulation
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import numpy as np
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def main():
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sim = ProjectileSimulation(v_init=100, theta=np.radians(45))
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sim.run()
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sim.plot()
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sim.print_range()
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if __name__ == "__main__":
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main()
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projectile/__init__.py
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projectile/__init__.py
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projectile/simulation.py
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projectile/simulation.py
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import numpy as np
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import matplotlib.pyplot as plt
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class ProjectileSimulation:
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def __init__(
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self,
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g=9.81,
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C_d=0.01,
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v_init=100,
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theta=np.radians(180),
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h_init=10,
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dt=0.01,
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t_end=10,
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):
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self.g = g
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self.C_d = C_d
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self.v_init = v_init
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self.theta = theta
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self.h_init = h_init
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self.dt = dt
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self.t_end = t_end
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self.reset()
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def reset(self):
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self.x = [0]
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self.y = [self.h_init]
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self.vx = [self.v_init * np.cos(self.theta)]
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self.vy = [self.v_init * np.sin(self.theta)]
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self.t = [0]
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def calculate_acceleration(self, t, state):
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x, y, vx, vy = state
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v = np.sqrt(vx**2 + vy**2)
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F_air_x = -self.C_d * v * vx
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F_air_y = -self.C_d * v * vy
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ax = F_air_x
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ay = F_air_y - self.g
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return [vx, vy, ax, ay]
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def update_state(self, t, state):
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k1 = self.calculate_acceleration(t, state)
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k2 = self.calculate_acceleration(
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t + 0.5 * self.dt, [s + 0.5 * self.dt * k for s, k in zip(state, k1)]
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)
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k3 = self.calculate_acceleration(
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t + 0.5 * self.dt, [s + 0.5 * self.dt * k for s, k in zip(state, k2)]
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)
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k4 = self.calculate_acceleration(
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t + self.dt, [s + self.dt * k for s, k in zip(state, k3)]
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)
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return [
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s + self.dt / 6 * (k1_i + 2 * k2_i + 2 * k3_i + k4_i)
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for s, k1_i, k2_i, k3_i, k4_i in zip(state, k1, k2, k3, k4)
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]
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def run(self):
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while self.t[-1] < self.t_end:
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state = [self.x[-1], self.y[-1], self.vx[-1], self.vy[-1]]
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state = self.update_state(self.t[-1], state)
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self.x.append(state[0])
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self.y.append(state[1])
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self.vx.append(state[2])
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self.vy.append(state[3])
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self.t.append(self.t[-1] + self.dt)
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def plot(self):
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plt.plot(self.x, self.y)
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plt.xlabel("Horizontal distance (m)")
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plt.ylabel("Vertical distance (m)")
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plt.title("Projectile Motion with Air Resistance")
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plt.show()
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def print_range(self):
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range_projectile = self.x[-1]
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print(f"Range of projectile: {range_projectile:.2f} m")
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requirements.txt
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requirements.txt
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numpy
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matplotlib
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shell.nix
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shell.nix
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{pkgs ? import <nixpkgs> {}}: let
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my-python-packages = ps:
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with ps; [
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matplotlib
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numpy
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];
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my-python = pkgs.python3.withPackages my-python-packages;
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in
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my-python.env
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