├── .gitattributes ├── .gitignore ├── .pre-commit-config.yaml ├── Examples ├── analyze_network.py ├── load_network.py ├── plot_gravity_map.py └── train_network.py ├── GravNN ├── Analysis │ ├── CompactnessExperiment.py │ ├── DataInterface.py │ ├── ExperimentBase.py │ ├── ExtrapolationExperiment.py │ ├── MetricsExperiment.py │ ├── PlanesExperiment.py │ ├── SphHarmEquivalenceExperiment.py │ ├── SurfaceExperiment.py │ ├── TimeEvaluationExperiment.py │ ├── TrajectoryExperiment.py │ └── __init__.py ├── CelestialBodies │ ├── Asteroids.py │ ├── Planets.py │ └── __init__.py ├── Files │ └── ShapeModels │ │ ├── Earth │ │ └── Earth.obj │ │ └── Moon │ │ └── Moon.obj ├── GravityModels │ ├── ELM.py │ ├── GravityModelBase.py │ ├── HeterogeneousPoly.py │ ├── Mascons.py │ ├── PinesAlgorithm.py │ ├── PointMass.py │ ├── Polyhedral.py │ ├── Polyhedral_2.py │ ├── SphericalHarmonics.py │ └── __init__.py ├── LICENSE ├── Networks │ ├── Annealing.py │ ├── Callbacks.py │ ├── Compression.py │ ├── Configs │ │ ├── Bennu_Configs.py │ │ ├── Earth_Configs.py │ │ ├── Eros_Configs.py │ │ ├── LR_Scheduler_Configs.py │ │ ├── Moon_Configs.py │ │ ├── Network_Configs.py │ │ ├── Toutatis_Configs.py │ │ └── __init__.py │ ├── Constraints.py │ ├── Data.py │ ├── Layers.py │ ├── Losses.py │ ├── Model.py │ ├── Networks.py │ ├── Plotting.py │ ├── Saver.py │ ├── Schedules.py │ ├── __init__.py │ ├── script_utils.py │ └── utils.py ├── Preprocessors │ ├── DummyScaler.py │ ├── UniformScaler.py │ └── __init__.py ├── Regression │ ├── BLLS.py │ ├── ELMRegressor.py │ ├── MasconRegressor.py │ ├── NN.py │ ├── RLLS.py │ ├── Regression.py │ ├── SGD.py │ ├── SHRegression.py │ ├── XuLS.py │ ├── __init__.py │ └── utils.py ├── Support │ ├── FrozenOrbitUtils.py │ ├── GravBodyInterface.py │ ├── Grid.py │ ├── PathTransformations.py │ ├── ProgressBar.py │ ├── RigidBodyKinematics.py │ ├── StateObject.py │ ├── Statistics.py │ ├── __init__.py │ ├── batches.py │ ├── slurm_utils.py │ ├── transformations.py │ └── transformations_tf.py ├── Trajectories │ ├── CustomDist.py │ ├── DHGridDist.py │ ├── EphemerisDist.py │ ├── ExponentialDist.py │ ├── FibonacciDist.py │ ├── GaussianDist.py │ ├── PlanesDist.py │ ├── RandomDist.py │ ├── SurfaceDHGridDist.py │ ├── SurfaceDist.py │ ├── TrajectoryBase.py │ ├── __init__.py │ └── utils.py ├── Visualization │ ├── AccMagSortVisualizer.py │ ├── AsteroidSurfaceVisualizer.py │ ├── BrillouinMapVisualizer.py │ ├── CompactnessVisualizer.py │ ├── DataVisSuite.py │ ├── DataVisualization.py │ ├── ErrorMapVisualizer.py │ ├── ExtrapolationVisualizer.py │ ├── FigureSupport.py │ ├── HeatmapVisualizer.py │ ├── HistoryVisualizer.py │ ├── MapBase.py │ ├── NetworkPredictionsVisualizer.py │ ├── PlanesVisualizer.py │ ├── PolyVisEdits.py │ ├── PolyVisualization.py │ ├── SphHarmEquivalenceVisualizer.py │ ├── SurfaceVisualizer.py │ ├── TrainingDistributionVisualizer.py │ ├── TrajectoryVisualizer.py │ ├── VisualizationBase.py │ ├── WeightsVisualization.py │ └── __init__.py └── __init__.py ├── README.md ├── Scripts ├── Data │ ├── generate_bennu_data.py │ ├── generate_data.py │ ├── generate_earth_data.py │ ├── generate_eros_data.py │ └── generate_network_speed_data.py ├── Figures │ ├── Bennu │ │ ├── acceleration_distributions_bennu.py │ │ ├── bennu_poly.py │ │ ├── bennu_poly_3d.py │ │ ├── nn_brillouin_maps.py │ │ ├── nn_mod_residual.py │ │ ├── nn_residual.py │ │ ├── orex_orbit.py │ │ └── regression_comparison.py │ ├── Earth │ │ ├── Legacy │ │ │ ├── nn_altitude.py │ │ │ └── nn_training_distributions.py │ │ ├── N_train_epochs_heatmap.py │ │ ├── N_train_epochs_line.py │ │ ├── acc_component_vs_altitude.py │ │ ├── acceleration_distributions.py │ │ ├── extrapolation_experiment.py │ │ ├── fourier_heatmap.py │ │ ├── nn_altitude_sh.py │ │ ├── nn_brillouin_map.py │ │ ├── nn_extrapolation_maps.py │ │ ├── nn_intermediate_layers.py │ │ ├── nn_loss.py │ │ ├── nn_params.py │ │ ├── nn_params_percent.py │ │ ├── nn_potential_map.py │ │ ├── nn_regress_params.py │ │ ├── percent_error_extrap_experiment.py │ │ ├── potential_decay.py │ │ ├── sh_altitude.py │ │ ├── sh_brillouin_error_maps.py │ │ ├── sh_brillouin_map.py │ │ ├── sh_feature_map.py │ │ ├── sh_params.py │ │ ├── sh_potential_map.py │ │ └── sh_regress_params.py │ ├── Eros │ │ ├── N_v_epochs_heatmap.py │ │ ├── extrapolation_annealing.py │ │ ├── extrapolation_pinn_II_v_III.py │ │ ├── hetero_mass_dist.py │ │ ├── nn_box_and_whisker.py │ │ ├── planes.py │ │ ├── planes_hetero.py │ │ ├── planes_pinn_II_v_III.py │ │ ├── potential_model.py │ │ ├── surface_error.py │ │ └── trajectory.py │ ├── Moon │ │ ├── acceleration_distribution.py │ │ ├── map_training_data.py │ │ ├── nn_altitude_sh.py │ │ ├── nn_brillouin_map.py │ │ ├── nn_brillouin_map_V2.py │ │ ├── nn_brillouin_map_figure.py │ │ ├── nn_params.py │ │ ├── sh_brillouin_map.py │ │ ├── sh_params.py │ │ └── sigma_distribution.py │ ├── NEAR │ │ ├── near_altitude_hist.py │ │ ├── near_orbit.py │ │ ├── nn_near_residual.py │ │ └── regression_comparison.py │ └── model_speed.py ├── Gen-III │ ├── Ablation │ │ ├── Trainer.py │ │ ├── concatenate.py │ │ ├── data_ablation.py │ │ ├── histograms.py │ │ ├── hparam_ablation.py │ │ ├── noise_ablation.py │ │ └── run_ablation.sh │ ├── CaseStudy │ │ ├── colorbar.py │ │ ├── extrapolation.py │ │ ├── hetero_mass_dist.py │ │ ├── planes.py │ │ ├── planes_polyhedral.py │ │ ├── run_case_study.sh │ │ ├── surface.py │ │ ├── surface_error.py │ │ ├── train_case_study.py │ │ ├── trajectory.py │ │ └── transfer_models.py │ ├── Comparison │ │ ├── concatenate.py │ │ ├── debug_train_extract.py │ │ ├── experiment_setup.py │ │ ├── extract_metrics.py │ │ ├── interfaces.py │ │ ├── train.py │ │ └── train_HPC.py │ └── Modifications │ │ ├── Concepts │ │ ├── plot_boundary_condition.py │ │ ├── plot_features.py │ │ └── plot_fuse_models.py │ │ ├── Generalization │ │ ├── debug_generalization_mods.py │ │ ├── plot_generalization_mods.py │ │ └── train_generalization_mods.py │ │ ├── Loss │ │ ├── loss_function_generalization.py │ │ └── train_loss.py │ │ ├── Scaling │ │ ├── plot_scaling.py │ │ └── proxy_potential.py │ │ └── plot_planes_mods.py ├── HPC │ ├── Comparison │ │ ├── run_comparison_ELM.sh │ │ ├── run_comparison_Mascon.sh │ │ ├── run_comparison_NN.sh │ │ ├── run_comparison_NN_GPU.sh │ │ ├── run_comparison_PM.sh │ │ ├── run_comparison_Polyhedral.sh │ │ ├── run_comparison_SH.sh │ │ └── run_comparison_init.sh │ ├── concatenate.py │ ├── run_comparison.sh │ ├── run_data_gen.sh │ ├── run_evaluation.sh │ ├── run_harmonic_eros_regression.sh │ ├── run_network_eros_regression.sh │ ├── run_network_eros_regression_gpu.sh │ ├── run_train_heterogeneous_model.sh │ └── run_trajectory_data.sh ├── Nodes │ └── run_data_gen.sh ├── Notebooks │ ├── Earth │ │ ├── 10 │ │ │ └── Hyperparameter Analysis 1.ipynb │ │ ├── 20 │ │ │ └── Hyperparamter Analysis v5.ipynb │ │ ├── ConsolidateNetworks.ipynb │ │ ├── ConsolidateNetworks_PINN.ipynb │ │ ├── Exponential │ │ │ └── Exp_invert.ipynb │ │ └── Misc │ │ │ └── Analysis.ipynb │ ├── Moon │ │ ├── ConsolidateNetworks.ipynb │ │ ├── ConsolidateNetworks_PINN.ipynb │ │ └── Misc │ │ │ └── Analysis.ipynb │ └── Scratch │ │ ├── Untitled.ipynb │ │ ├── concatenate_configs.ipynb │ │ └── loss_scaled.ipynb ├── Regression │ ├── Bennu │ │ ├── estimate_nn.py │ │ ├── estimate_orex_sh_BLLS.py │ │ ├── estimate_residual_sh.py │ │ ├── estimate_sh_BLLS.py │ │ ├── estimate_sh_RLLS.py │ │ ├── evaluate_nn.py │ │ ├── evaluate_orex_sh.py │ │ └── evaluate_sh.py │ ├── Earth │ │ ├── compute_theoretical_max_deg.py │ │ ├── estimate_nn.py │ │ ├── estimate_sh_BLLS.py │ │ ├── estimate_sh_SGD.py │ │ ├── evaluate_nn.py │ │ ├── evaluate_sh.py │ │ ├── plot_model_maps.py │ │ ├── plot_models.py │ │ └── utils.py │ ├── Eros │ │ ├── estimate_near_sh_BLLS.py │ │ ├── estimate_nn.py │ │ ├── estimate_residual_sh.py │ │ ├── estimate_sh_BLLS.py │ │ ├── estimate_sh_RLLS.py │ │ ├── evaluate_models.py │ │ ├── evaluate_sh.py │ │ └── regress.py │ └── Moon │ │ ├── compute_theoretical_max_deg.py │ │ ├── estimate_nn.py │ │ ├── estimate_sh_BLLS.py │ │ ├── evaluate_nn.py │ │ ├── evaluate_sh.py │ │ ├── plot_model_maps.py │ │ ├── plot_models.py │ │ └── utils.py ├── Stats │ ├── bennu_sh_model_errors.py │ ├── earth_sh_model_error_percent.py │ ├── eros_poly_altitude_errors.py │ ├── eros_poly_model_errors.py │ ├── sh_altitude_errors.py │ ├── sh_error.py │ ├── sh_model_errors.py │ └── sh_regress_error.py ├── Tables │ ├── Bennu │ │ ├── hyperparameter_table.py │ │ ├── pinn_constraint_performance_table.py │ │ └── pinn_performance_table_2.py │ ├── Comparison │ │ └── comparison_table.py │ └── Eros │ │ ├── concatenate_tables.py │ │ ├── fourier_hparam_table.py │ │ ├── hyperparameter_table.py │ │ ├── nn_performance_table.py │ │ ├── sh_performance_table.py │ │ └── utils.py ├── Tests │ ├── test_PinesAlgorithm.py │ ├── test_PinesAlgorithmModule.py │ ├── test_Regression.py │ ├── test_TrajectoryNaming.py │ ├── test_XuLSRegression.py │ ├── test_XuLSRegression_noisy.py │ ├── time_PinesAlgorithm.py │ └── time_PinesAlgorithmModule.py ├── Timing │ ├── model_speed.py │ ├── model_speed_cpu.py │ └── time_models.py └── Train │ ├── pinn_generation_experiment.py │ ├── train.py │ ├── train_earth_pinn_III.py │ ├── train_eros_heterogeneous.py │ └── train_lr_anneal_experiment.py ├── __init__.py ├── docs ├── Makefile ├── make.bat └── source │ ├── GravNN.Analysis.rst │ ├── GravNN.CelestialBodies.rst │ ├── GravNN.GravityModels.rst │ ├── GravNN.Networks.Configs.rst │ ├── GravNN.Networks.rst │ ├── GravNN.Preprocessors.rst │ ├── GravNN.Regression.rst │ ├── GravNN.Support.rst │ ├── GravNN.Trajectories.rst │ ├── GravNN.Visualization.rst │ ├── GravNN.rst │ ├── _static │ ├── PINN-GM-II-v2.png │ ├── PINN_v3.png │ ├── logo.png │ └── sh_brillouin_2_map.png │ ├── conf.py │ ├── getting_started.rst │ ├── index.rst │ ├── known_issues.rst │ └── modules.rst ├── environment.yml ├── pyproject.toml └── setup.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MartinAstro/GravNN/HEAD/.gitattributes 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