Domains using matplotlib
Track Nearby Aircraft with ADS-B and Visualize Patterns
Tap into live aircraft data and discover hidden flight patterns
Use the OpenSky Network API to collect real aircraft position data, plot flight paths on a map, compute basic statistics, and use k-means clustering to discover flight patterns. Your first data science project with real-time aviation data.
Start Project →Calculate and Compare Carbon Footprints of Different Flights
Turn flight data into climate insight with Python
Use public flight data to calculate CO2 emissions per passenger-kilometer for different aircraft types and routes. Build a simple regression model that predicts emissions from distance and aircraft size.
Start Project → AI/MLNeural Network Surrogate for Thermal Protection System Design
Accelerate reentry vehicle thermal design with deep learning
Train a neural network on parametric FEA results to predict temperature distribution through a multi-layer thermal protection system for reentry vehicles. Use the surrogate for rapid design-space exploration.
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