Index

B

banerjee() (in module volcapy.niklas.banerjee) build_basis_functions() (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method) build_cone() (in module volcapy.synthetic.grid), [1]

build_cube() (in module volcapy.synthetic.grid), [1] build_partial_covariance() (volcapy.inverse.inverse_problem.InverseProblem method), [1] (volcapy.inverse.InverseProblem method) build_random_cone() (in module volcapy.synthetic.grid), [1]

C

Cell (class in volcapy.niklas.cell) CellDSM (class in volcapy.niklas.dsm) Coarsener (class in volcapy.niklas.coarsener) compute_cell_response_at_point() (in module volcapy.niklas.forward) compute_cov() (in module volcapy.covariance.exponential) (in module volcapy.covariance.matern32), [1] (in module volcapy.covariance.matern52) (in module volcapy.covariance.periodic) (in module volcapy.covariance.squared_exponential) compute_cov_pushforward() (in module volcapy.covariance.exponential) (in module volcapy.covariance.matern32), [1] (in module volcapy.covariance.matern52) (in module volcapy.covariance.squared_exponential) compute_covariance_pushforward() (volcapy.inverse.inverse_problem.InverseProblem method), [1] (volcapy.inverse.InverseProblem method) compute_excursion_probs() (volcapy.uq.azzimonti.GaussianProcess method), [1] compute_forward() (in module volcapy.synthetic.grid), [1] compute_full_cov() (in module volcapy.covariance.matern32), [1] (in module volcapy.covariance.periodic) (in module volcapy.covariance.squared_exponential) compute_full_cov_gradient() (in module volcapy.covariance.periodic) (in module volcapy.covariance.squared_exponential)

compute_full_sqeuclidean_cov() (in module volcapy.covariance.squared_exponential) compute_post_cov_diag() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) compute_post_covariance() (volcapy.inverse.inverse_problem.InverseProblem method), [1] (volcapy.inverse.InverseProblem method) compute_top_cell_response_at_point() (in module volcapy.niklas.forward) concentrate_m0() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method) condition_data() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method) condition_model() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method) condition_number() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) coords_from_meshgrid() (in module volcapy.synthetic.grid), [1] coverage_fct() (volcapy.uq.azzimonti.GaussianProcess method), [1]

D

DSM (class in volcapy.niklas.dsm)

E

expected_excursion_measure() (volcapy.uq.azzimonti.GaussianProcess method), [1]

F

fill_grid() (volcapy.niklas.inversion_grid.InversionGrid method) fine_cells_from_topmost_ind() (volcapy.niklas.inversion_grid.InversionGrid method) forward() (in module volcapy.niklas.forward)

from_matfile() (volcapy.inverse.inverse_problem.InverseProblem class method), [1] (volcapy.inverse.InverseProblem class method) (volcapy.niklas.dsm.DSM class method)

G

GaussianProcess (class in volcapy.inverse) (class in volcapy.inverse.gaussian_process), [1] (class in volcapy.uq.azzimonti), [1] generate_regular_surface_datapoints() (in module volcapy.synthetic.grid), [1] get_coarse_cell() (volcapy.niklas.coarsener.Coarsener method) get_coords() (volcapy.niklas.coarsener.Coarsener method)

get_fine_cells() (volcapy.niklas.coarsener.Coarsener method) get_fine_elevations() (volcapy.niklas.coarsener.Coarsener method) get_fine_indices() (volcapy.niklas.coarsener.Coarsener method) get_inversion_op_cholesky() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) get_regularization_cells_inds() (in module volcapy.compatibility_layer), [1]

I

ind_in_regular_grid() (volcapy.niklas.inversion_grid.InversionGrid method) index_in_reg_grid() (in module volcapy.compatibility_layer), [1] inv_op_vector_mult() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method)

inverse() (volcapy.inverse.inverse_problem.InverseProblem method), [1] (volcapy.inverse.InverseProblem method) InverseProblem (class in volcapy.inverse) (class in volcapy.inverse.inverse_problem), [1] InversionGrid (class in volcapy.niklas.inversion_grid)

L

load_niklas() (in module volcapy.loading) loo_error() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method)

loo_predict() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method)

M

main() (in module volcapy.synthetic.build_synth_data), [1] (in module volcapy.synthetic.reconstruct)

MakeVoxel() (in module volcapy.synthetic.test_voxel) match_grids() (in module volcapy.compatibility_layer) meshgrid_from_coords() (in module volcapy.synthetic.grid), [1]

N

ndarray_to_vtk() (in module volcapy.synthetic.vtkutils), [1] neg_log_likelihood() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method)

O

optimize() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method)

P

plot() (in module volcapy.plotting.plot), [1] plot_region() (in module volcapy.plotting.plot), [1] plot_x_slice() (in module volcapy.plotting.plot), [1] plot_y_slice() (in module volcapy.plotting.plot), [1]

plot_z_slice() (in module volcapy.plotting.plot), [1] post_cov() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) prelude() (in module volcapy.synthetic.reconstruct)

S

save_squared_distance_mesh() (volcapy.inverse.inverse_problem.InverseProblem method), [1] (volcapy.inverse.InverseProblem method) save_vtk() (in module volcapy.synthetic.vtkutils), [1] SREModel (class in volcapy.inverse) (class in volcapy.inverse.random_spatial_effects)

subset() (volcapy.inverse.inverse_problem.InverseProblem method), [1] (volcapy.inverse.InverseProblem method) subset_data() (volcapy.inverse.inverse_problem.InverseProblem method), [1] (volcapy.inverse.InverseProblem method)

T

to_device() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method)

topmost_ind_to_2d_ind() (volcapy.niklas.inversion_grid.InversionGrid method) train_RMSE() (volcapy.inverse.gaussian_process.GaussianProcess method), [1] (volcapy.inverse.GaussianProcess method) (volcapy.inverse.random_spatial_effects.SREModel method) (volcapy.inverse.SREModel method)

V

volcapy (module) volcapy.compatibility_layer (module), [1] volcapy.covariance (module) volcapy.covariance.exponential (module) volcapy.covariance.matern32 (module), [1] volcapy.covariance.matern52 (module) volcapy.covariance.periodic (module) volcapy.covariance.squared_exponential (module) volcapy.forward (module) volcapy.inverse (module), [1], [2] volcapy.inverse.gaussian_process (module), [1] volcapy.inverse.inverse_problem (module), [1] volcapy.inverse.random_spatial_effects (module) volcapy.loading (module) volcapy.niklas (module) volcapy.niklas.banerjee (module) volcapy.niklas.cell (module) volcapy.niklas.coarsener (module)

volcapy.niklas.dsm (module) volcapy.niklas.forward (module) volcapy.niklas.inversion_grid (module) volcapy.plotting (module), [1] volcapy.plotting.plot (module), [1] volcapy.synthetic (module), [1] volcapy.synthetic.build_synth_data (module), [1] volcapy.synthetic.grid (module), [1] volcapy.synthetic.reconstruct (module), [1] volcapy.synthetic.test_voxel (module) volcapy.synthetic.try_vtk_str_grid (module) volcapy.synthetic.vtkutils (module), [1] volcapy.train.train (module) volcapy.uq (module), [1] volcapy.uq.azzimonti (module), [1] volcapy.uq.example_azzimonti (module) vorobev_deviation() (volcapy.uq.azzimonti.GaussianProcess method), [1] vorobev_expectation_inds() (volcapy.uq.azzimonti.GaussianProcess method), [1] vorobev_quantile_inds() (volcapy.uq.azzimonti.GaussianProcess method), [1]

X

xh() (volcapy.niklas.dsm.CellDSM property)

xl() (volcapy.niklas.dsm.CellDSM property)

Y

yh() (volcapy.niklas.dsm.CellDSM property)

yl() (volcapy.niklas.dsm.CellDSM property)

Z

zh() (volcapy.niklas.dsm.CellDSM property)

zl() (volcapy.niklas.dsm.CellDSM property)