About AsteroidStrike

An interactive educational platform exploring asteroid impact predictions through AI-powered machine learning models

About the Project
Understanding asteroid impacts

AsteroidStrike is an educational web application designed to make complex asteroid impact physics accessible and engaging. We combine stunning visual animations with AI-powered machine learning models to help users understand what happens when asteroids collide with Earth.

Asteroid impacts are among the most dramatic events that can affect our planet, capable of causing massive destruction and reshaping landscapes. Our platform allows you to explore these phenomena safely, adjusting parameters like diameter, velocity, and angular velocity to see how they affect impact outcomes.

Whether you're a student, educator, or space enthusiast, AsteroidStrike provides an intuitive interface to explore asteroid trajectories and understand the fundamental forces that govern these cosmic threats.

The AI Models
How our machine learning predictions work

Our prediction engine uses three trained machine learning models to forecast asteroid impact scenarios. The models analyze multiple factors including:

  • Asteroid diameter and mass
  • Entry velocity and trajectory angle
  • Angular velocity and rotation
  • Impact coordinates (latitude and longitude)
  • Predicted blast radius

The AI models use linear regression trained on historical asteroid data to calculate impact location and blast radius. Each prediction includes a confidence score to help you understand the reliability of the forecast.

How to Use AsteroidStrike

1

Explore the Home Page

Start by scrolling through the interactive home page to see an asteroid approaching Earth and learn about impact physics through engaging animations.

2

Configure Your Simulation

Navigate to the Simulation page and choose preset asteroids or customize your own. Adjust diameter, velocity, and angular velocity to create unique scenarios.

3

Analyze Results

Run the simulation to receive AI-powered predictions including impact coordinates, blast radius, and confidence scores for each prediction.

Key Features

Interactive Animations

Smooth parallax scrolling and dynamic asteroid movements create an immersive experience

AI-Powered Predictions

Three trained ML models predict impact location and blast radius with confidence scores

Real Asteroid Data

Use historical asteroid data including Tunguska and Chicxulub events

Educational Content

Learn fascinating facts about asteroid physics and impact scenarios

Technology Stack
Built with modern web technologies

Next.js

React framework for production

TypeScript

Type-safe development

Tailwind CSS

Utility-first styling

Machine Learning

Linear regression models

Canvas API

Dynamic visualizations

REST API

Backend prediction engine

Ready to Explore?

Start predicting asteroid impacts and discover the physics of these cosmic threats

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