Simulation

When an ArduPilot quadcopter is told to return home, how much battery will the trip cost? I trained neural networks, trees and a linear model on 349 simulated flights, and the biggest gains came from telling them how fast the drone really flies home.

How I went from knowing almost no orbital mechanics to researching, designing, implementing, and verifying a six-degree-of-freedom satellite simulator.