Hamiltonian Neural Network 6-DoF Rigid-Body Dynamic Modeling Based on Energy Variation Estimation

Figure 8

Aircraft dynamic modeling experiment simulation trajectory of the HNN model, comprising normalized energy discrepancies, mean absolute error (MAE) of normalized energies, distinctions in the Cartesian coordinate system’s three-axis coordinates, and disparities in velocity magnitudes.