Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __add__() (pyLOM.NN.Dataset method) __call__() (pyLOM.NN.PINN method) (pyLOM.NN.RegressionEvaluator method) (pyLOM.RL.BaseSolver method) __getitem__() (pyLOM.Dataset method) (pyLOM.NN.Dataset method) __init__() (pyLOM.Dataset method) (pyLOM.GPOD.GappyPOD method) (pyLOM.Mesh method) (pyLOM.PartitionTable method) (pyLOM.RL.WingParameterizer method) __repr__() (pyLOM.NN.PINN method) __setitem__() (pyLOM.Dataset method) (pyLOM.NN.Dataset method) __str__() (pyLOM.Dataset method) (pyLOM.Mesh method) A add_field() (pyLOM.Dataset method) add_variable() (pyLOM.Dataset method) adjust_field() (pyLOM.NN.Interpolator method) ae_q() (pyLOM.NN.RegressionEvaluator method) AerosandboxWingSolver (class in pyLOM.RL) airfoil_name (pyLOM.RL.WingParameterizerConfig attribute) AirfoilCSTParametrizer (class in pyLOM.RL) AirfoilEvolutionAnimation (class in pyLOM.RL) AirfoilOperatingConditions (class in pyLOM.RL) AirfoilParameterizerConfig (class in pyLOM.RL) alpha (pyLOM.RL.AirfoilOperatingConditions attribute) (pyLOM.RL.WingOperatingConditions attribute) altitude (pyLOM.RL.WingOperatingConditions attribute) amplitudeFrequency() (in module pyLOM.DMD) append_variable() (pyLOM.Dataset method) argsort() (in module pyLOM.math) ascontiguousarray() (in module pyLOM.utils) Autoencoder (class in pyLOM.NN) AVLSolver (class in pyLOM.RL) B BaseParameterizer (class in pyLOM.RL) BaseSolver (class in pyLOM.RL) bc_data_loss() (pyLOM.NN.PINN method) betaLinearScheduler (class in pyLOM.NN) BoundaryCondition (class in pyLOM.NN) BurgersPINN (class in pyLOM.NN) C cell_adjacency() (in module pyLOM.math) cell_connectivity (pyLOM.Mesh property) cellCenters() (in module pyLOM.math) cellcenters() (pyLOM.Mesh method) cellOrder (pyLOM.Mesh property) ChebyshevLayer (class in pyLOM.NN) check_split() (pyLOM.PartitionTable method) cholesky() (in module pyLOM.math) chord_bounds (pyLOM.RL.WingParameterizerConfig attribute) close_plots() (in module pyLOM) coherent_modes() (in module pyLOM.POD) compute_loss() (pyLOM.NN.PINN method) compute_truncation_residual() (in module pyLOM.math) concatenate() (pyLOM.NN.Dataset method) conj() (in module pyLOM.math) connectivity (pyLOM.Mesh property) correlation() (pyLOM.NN.VariationalAutoencoder method) cpu_to_gpu() (in module pyLOM.utils) cr() (in module pyLOM) (in module pyLOM.utils) cr_info() (in module pyLOM) (in module pyLOM.utils) cr_nvtx() (in module pyLOM) (in module pyLOM.utils) cr_reset() (in module pyLOM) cr_start() (in module pyLOM) (in module pyLOM.utils) cr_stop() (in module pyLOM) (in module pyLOM.utils) create_airfoil_optimization_progress_plot() (in module pyLOM.RL) create_airfoil_solver() (pyLOM.RL.SolverFactory static method) create_env() (in module pyLOM.RL) create_optimized_model() (pyLOM.NN.KAN class method) (pyLOM.NN.MLP class method) create_parameterizer() (pyLOM.RL.AirfoilParameterizerConfig method) (pyLOM.RL.WingParameterizerConfig method) create_partition_points() (pyLOM.PartitionTable method) create_results_folder() (in module pyLOM.NN) create_solver() (pyLOM.RL.SolverFactory static method) create_wing_solver() (pyLOM.RL.SolverFactory static method) crop() (pyLOM.NN.Dataset method) D dampingFrequency() (in module pyLOM.DMD) data_splitting() (in module pyLOM.math) Dataset (class in pyLOM) (class in pyLOM.NN) decode() (pyLOM.NN.Autoencoder method) (pyLOM.NN.VariationalAutoencoder method) Decoder2D (class in pyLOM.NN) Decoder3D (class in pyLOM.NN) delete() (pyLOM.Dataset method) delete_snapshot() (in module pyLOM.GPOD) diag() (in module pyLOM.math) dihedral_bounds (pyLOM.RL.WingParameterizerConfig attribute) DummySolver (class in pyLOM.RL) E early_stop() (pyLOM.NN.EarlyStopper method) EarlyStopper (class in pyLOM.NN) edge_to_cells() (in module pyLOM.math) eigen() (in module pyLOM.math) Elements (pyLOM.PartitionTable property) eltype (pyLOM.Mesh property) eltype2ENSI (pyLOM.Mesh property) eltype2VTK (pyLOM.Mesh property) elu() (in module pyLOM.NN) Encoder2D (class in pyLOM.NN) Encoder3D (class in pyLOM.NN) energy() (in module pyLOM.math) euclidean_d() (in module pyLOM.math) Euler2DPINN (class in pyLOM.NN) evaluate_airfoil_agent() (in module pyLOM.RL) evaluate_airfoil_agent_whole_uiuc() (in module pyLOM.RL) evaluate_airfoil_agent_whole_uiuc_mpi() (in module pyLOM.RL) extract_modes() (in module pyLOM.DMD) (in module pyLOM.POD) (in module pyLOM.SPOD) F fft() (in module pyLOM.math) fieldnames (pyLOM.Dataset property) fields (pyLOM.Dataset property) filter() (pyLOM.NN.Dataset method) find_cell() (pyLOM.Mesh method) find_point() (pyLOM.Mesh method) find_point_in_cell() (pyLOM.Mesh method) find_random_sensors() (in module pyLOM.math) fine_tune() (pyLOM.NN.VariationalAutoencoder method) fit() (pyLOM.GPOD.GappyPOD method) (pyLOM.NN.Autoencoder method) (pyLOM.NN.KAN method) (pyLOM.NN.MinMaxScaler method) (pyLOM.NN.MLP method) (pyLOM.NN.PINN method) (pyLOM.NN.SHRED method) (pyLOM.NN.VariationalAutoencoder method) fit_transform() (pyLOM.NN.MinMaxScaler method) fix_normals_coherence() (in module pyLOM.math) flip() (in module pyLOM.math) forward() (pyLOM.NN.Autoencoder method) (pyLOM.NN.ChebyshevLayer method) (pyLOM.NN.Decoder2D method) (pyLOM.NN.Decoder3D method) (pyLOM.NN.Encoder2D method) (pyLOM.NN.Encoder3D method) (pyLOM.NN.JacobiLayer method) (pyLOM.NN.KAN method) (pyLOM.NN.MLP method) (pyLOM.NN.ShallowDecoder method) (pyLOM.NN.SHRED method) (pyLOM.NN.SineLayer method) (pyLOM.NN.VariationalAutoencoder method) freeze() (pyLOM.NN.SHRED method) frequency_damping() (in module pyLOM.DMD) from_pyQvarsi() (pyLOM.Mesh class method) (pyLOM.PartitionTable class method) G GAMMA (pyLOM.NN.Euler2DPINN attribute) GappyPOD (class in pyLOM.GPOD) generate_random_params() (pyLOM.RL.AirfoilCSTParametrizer method) (pyLOM.RL.BaseParameterizer method) (pyLOM.RL.WingParameterizer method) get_dim() (pyLOM.Dataset method) get_opt_params_for_case() (pyLOM.NN.Interpolator static method) get_optimizable_bounds() (pyLOM.RL.AirfoilCSTParametrizer method) (pyLOM.RL.BaseParameterizer method) (pyLOM.RL.WingParameterizer method) get_params_from_shape() (pyLOM.RL.AirfoilCSTParametrizer method) (pyLOM.RL.BaseParameterizer method) (pyLOM.RL.WingParameterizer method) get_shape_from_params() (pyLOM.RL.AirfoilCSTParametrizer method) (pyLOM.RL.BaseParameterizer method) (pyLOM.RL.WingParameterizer method) get_splits() (pyLOM.NN.Dataset method) get_splits_by_parameters() (pyLOM.NN.Dataset method) get_variable() (pyLOM.Dataset method) getBeta() (pyLOM.NN.betaLinearScheduler method) global_coeff() (in module pyLOM.NN) gpu_device() (in module pyLOM) (in module pyLOM.utils) gpu_to_cpu() (in module pyLOM.utils) H h5_append_dset() (in module pyLOM.io) h5_load_DMD() (in module pyLOM.io) h5_load_dset() (in module pyLOM.io) h5_load_mesh() (in module pyLOM.io) h5_load_POD() (in module pyLOM.io) h5_load_QR() (in module pyLOM.io) h5_load_SPOD() (in module pyLOM.io) h5_save_DMD() (in module pyLOM.io) h5_save_dset() (in module pyLOM.io) h5_save_mesh() (in module pyLOM.io) h5_save_POD() (in module pyLOM.io) h5_save_QR() (in module pyLOM.io) h5_save_SPOD() (in module pyLOM.io) h5_save_VAE() (in module pyLOM.io) hammwin() (in module pyLOM.math) has_master (pyLOM.PartitionTable property) I Ids (pyLOM.PartitionTable property) info() (pyLOM.Dataset method) init_qr_streaming() (in module pyLOM.math) init_weights() (pyLOM.NN.SineLayer method) Interpolator (class in pyLOM.NN) inv() (in module pyLOM.math) inverse_transform() (pyLOM.NN.MinMaxScaler method) is_fitted (pyLOM.NN.MinMaxScaler property) is_rank_or_serial() (in module pyLOM.utils) isomap() (in module pyLOM.MANIFOLD) J JacobiLayer (class in pyLOM.NN) K KAN (class in pyLOM.NN) KAN_SIN (class in pyLOM.NN) L l2_error() (pyLOM.NN.RegressionEvaluator method) latent_space() (pyLOM.NN.Autoencoder method) (pyLOM.NN.VariationalAutoencoder method) leading_edge_weight_bounds (pyLOM.RL.AirfoilParameterizerConfig attribute) leakyRelu() (in module pyLOM.NN) least_squares() (in module pyLOM.math) load() (in module pyLOM.DMD) (in module pyLOM.POD) (in module pyLOM.SPOD) (pyLOM.Dataset class method) (pyLOM.Mesh class method) (pyLOM.NN.Dataset class method) (pyLOM.NN.KAN class method) (pyLOM.NN.MinMaxScaler static method) (pyLOM.NN.MLP class method) (pyLOM.NN.PINN class method) loss() (pyLOM.NN.BoundaryCondition method) lower_edge_bounds (pyLOM.RL.AirfoilParameterizerConfig attribute) M mach (pyLOM.RL.AirfoilOperatingConditions attribute) MAE() (in module pyLOM.math) map() (pyLOM.NN.Dataset method) mask_field() (pyLOM.Dataset method) matmul() (in module pyLOM.math) matmulp() (in module pyLOM.math) mds() (in module pyLOM.MANIFOLD) mean_absolute_error() (pyLOM.NN.RegressionEvaluator method) mean_relative_error() (pyLOM.NN.RegressionEvaluator method) mean_squared_error() (pyLOM.NN.RegressionEvaluator method) mem() (in module pyLOM.utils) mem_info() (in module pyLOM.utils) mem_start() (in module pyLOM.utils) mem_stop() (in module pyLOM.utils) Mesh (class in pyLOM) MinMaxScaler (class in pyLOM.NN) MLP (class in pyLOM.NN) model (pyLOM.NN.Pipeline property) modes() (pyLOM.NN.VariationalAutoencoder method) module pyLOM pyLOM.DMD pyLOM.GPOD pyLOM.io pyLOM.MANIFOLD pyLOM.math pyLOM.NN pyLOM.NN.architectures pyLOM.PCA pyLOM.POD pyLOM.RL pyLOM.SPOD pyLOM.utils mpi_barrier() (in module pyLOM.utils) mpi_bcast() (in module pyLOM.utils) mpi_gather() (in module pyLOM.utils) mpi_recv() (in module pyLOM.utils) mpi_reduce() (in module pyLOM.utils) mpi_scatter() (in module pyLOM.utils) mpi_send() (in module pyLOM.utils) mpi_sendrecv() (in module pyLOM.utils) MRE_array() (in module pyLOM.math) multitarget_equality_penalty() (pyLOM.NN.Interpolator static method) N n_partitions (pyLOM.PartitionTable property) n_weights_per_side (pyLOM.RL.AirfoilParameterizerConfig attribute) naca_4digit_airfoils (pyLOM.RL.AirfoilCSTParametrizer attribute) NavierStokesIncompressible2DPINN (class in pyLOM.NN) ncells (pyLOM.Mesh property) ncellsG (pyLOM.Mesh property) ncellsG2 (pyLOM.Mesh property) ndim (pyLOM.Mesh property) NeuralFoilSolver (class in pyLOM.RL) new() (pyLOM.PartitionTable class method) new_struct2D() (pyLOM.Mesh class method) new_struct3D() (pyLOM.Mesh class method) nnodcell (pyLOM.Mesh property) nodes (pyLOM.PartitionTable property) norm_variance() (in module pyLOM.math) normal (pyLOM.Mesh property) normals() (in module pyLOM.math) npoints (pyLOM.Mesh property) npointsG (pyLOM.Mesh property) npointsG2 (pyLOM.Mesh property) num_parameters (pyLOM.NN.Dataset property) nvtxp() (in module pyLOM) (in module pyLOM.utils) O objective_mse() (pyLOM.NN.Interpolator static method) optimization_params (pyLOM.NN.OptunaOptimizer property) optimize() (pyLOM.NN.OptunaOptimizer method) OptunaOptimizer (class in pyLOM.NN) ordering (pyLOM.Dataset property) P pad() (pyLOM.NN.Dataset method) partition_bounds() (pyLOM.PartitionTable method) partition_points() (pyLOM.PartitionTable method) partition_table (pyLOM.Dataset property) (pyLOM.Mesh property) PartitionTable (class in pyLOM) pde_loss() (pyLOM.NN.BurgersPINN method) (pyLOM.NN.Euler2DPINN method) (pyLOM.NN.NavierStokesIncompressible2DPINN method) (pyLOM.NN.PINN method) PINN (class in pyLOM.NN) Pipeline (class in pyLOM.NN) pkl_load() (in module pyLOM.io) pkl_save() (in module pyLOM.io) plot_training_logs() (pyLOM.NN.PINN method) plotEnergy() (in module pyLOM.POD) plotModalErrorBars() (in module pyLOM.NN) plotMode() (in module pyLOM.DMD) (in module pyLOM.POD) (in module pyLOM.SPOD) plotResidual() (in module pyLOM.DMD) (in module pyLOM.POD) plotSnapshot() (in module pyLOM.DMD) (in module pyLOM.NN) (in module pyLOM.POD) plotSpectra() (in module pyLOM.SPOD) plotTimeSeries() (in module pyLOM.NN) point (pyLOM.Dataset property) pointOrder (pyLOM.Mesh property) points (pyLOM.NN.BoundaryCondition property) Points (pyLOM.PartitionTable property) polar() (in module pyLOM.math) pprint() (in module pyLOM) (in module pyLOM.utils) predict() (pyLOM.GPOD.GappyPOD method) (pyLOM.NN.KAN method) (pyLOM.NN.MLP method) (pyLOM.NN.PINN method) print_metrics() (pyLOM.NN.RegressionEvaluator method) pv_writer() (in module pyLOM.io) pyLOM module pyLOM.DMD module pyLOM.GPOD module pyLOM.io module pyLOM.MANIFOLD module pyLOM.math module pyLOM.NN module pyLOM.NN.architectures module pyLOM.PCA module pyLOM.POD module pyLOM.RL module pyLOM.SPOD module pyLOM.utils module Q qr() (in module pyLOM.math) R r2() (in module pyLOM.math) R2() (pyLOM.NN.RegressionEvaluator method) raiseError() (in module pyLOM.utils) raiseWarning() (in module pyLOM.utils) randomized_qr() (in module pyLOM.math) randomized_svd() (in module pyLOM.math) reconstruct() (in module pyLOM.POD) (pyLOM.NN.Autoencoder method) (pyLOM.NN.VariationalAutoencoder method) reconstruct_full_set() (pyLOM.GPOD.GappyPOD method) reconstruction_jovanovic() (in module pyLOM.DMD) RegressionEvaluator (class in pyLOM.NN) relu() (in module pyLOM.NN) remove_column() (pyLOM.NN.Dataset method) rename() (pyLOM.Dataset method) reorder_points() (pyLOM.PartitionTable method) reshape() (pyLOM.Dataset method) reshape_var() (pyLOM.Mesh method) Reynolds (pyLOM.RL.AirfoilOperatingConditions attribute) ridge_regresion() (in module pyLOM.math) ritzSpectrum() (in module pyLOM.DMD) RMSE() (in module pyLOM.math) round() (in module pyLOM.utils) run() (in module pyLOM.DMD) (in module pyLOM.PCA) (in module pyLOM.POD) (in module pyLOM.SPOD) (pyLOM.NN.Pipeline method) run_episode() (in module pyLOM.RL) S save() (in module pyLOM.DMD) (in module pyLOM.POD) (in module pyLOM.SPOD) (pyLOM.Dataset method) (pyLOM.Mesh method) (pyLOM.NN.KAN method) (pyLOM.NN.MinMaxScaler method) (pyLOM.NN.MLP method) (pyLOM.NN.PINN method) (pyLOM.NN.SHRED method) SB3_PPO (in module pyLOM.RL) select_device() (in module pyLOM.NN) select_random_sensors() (pyLOM.Dataset method) set_random_elements_to_zero() (in module pyLOM.GPOD) set_seed() (in module pyLOM.NN) set_variable() (pyLOM.Dataset method) ShallowDecoder (class in pyLOM.NN) shape (pyLOM.NN.Dataset property) show_plots() (in module pyLOM) SHRED (class in pyLOM.NN) sigmoid() (in module pyLOM.NN) silu() (in module pyLOM.NN) SineLayer (class in pyLOM.NN) size() (pyLOM.Mesh method) SolverFactory (class in pyLOM.RL) span_bounds (pyLOM.RL.WingParameterizerConfig attribute) split_data() (pyLOM.Dataset method) style_plots() (in module pyLOM) subtract_mean() (in module pyLOM.math) svd() (in module pyLOM.math) sweep_bounds (pyLOM.RL.WingParameterizerConfig attribute) T T2score() (in module pyLOM.PCA) tanh() (in module pyLOM.NN) te_thickness_bounds (pyLOM.RL.AirfoilParameterizerConfig attribute) temporal_mean() (in module pyLOM.math) temporal_variance() (in module pyLOM.math) time_delay_embedding() (in module pyLOM.math) to_cpu() (pyLOM.Dataset method) to_gpu() (pyLOM.Dataset method) tolerance (pyLOM.NN.RegressionEvaluator property) transform() (pyLOM.NN.MinMaxScaler method) transpose() (in module pyLOM.math) truncate() (in module pyLOM.POD) tsqr() (in module pyLOM.math) tsqr_svd() (in module pyLOM.math) twist_bounds (pyLOM.RL.WingParameterizerConfig attribute) type (pyLOM.Mesh property) U unfreeze() (pyLOM.NN.SHRED method) update_points() (pyLOM.PartitionTable method) update_qr_streaming() (in module pyLOM.math) upper_edge_bounds (pyLOM.RL.AirfoilParameterizerConfig attribute) V vandermonde() (in module pyLOM.math) vandermondeTime() (in module pyLOM.math) VariationalAutoencoder (class in pyLOM.NN) varnames (pyLOM.Dataset property) vars (pyLOM.Dataset property) vecmat() (in module pyLOM.math) vector_mean() (in module pyLOM.math) vector_norm() (in module pyLOM.math) vector_sum() (in module pyLOM.math) velocity (pyLOM.RL.WingOperatingConditions attribute) vtkh5_link_mesh() (in module pyLOM.io) vtkh5_save_field() (in module pyLOM.io) vtkh5_save_mesh() (in module pyLOM.io) W wall_normal (pyLOM.Mesh property) wall_normals() (in module pyLOM.math) (pyLOM.Mesh method) WingEvolutionAnimation (class in pyLOM.RL) WingOperatingConditions (class in pyLOM.RL) WingParameterizer (class in pyLOM.RL) WingParameterizerConfig (class in pyLOM.RL) worksplit() (in module pyLOM.utils) writesplit() (in module pyLOM.utils) X x (pyLOM.Mesh property) X() (pyLOM.Dataset method) x() (pyLOM.Dataset method) XFoilSolver (class in pyLOM.RL) xyz (pyLOM.Dataset property) (pyLOM.Mesh property) xyzc (pyLOM.Mesh property) Y y (pyLOM.Dataset property) (pyLOM.Mesh property) Z z (pyLOM.Dataset property) (pyLOM.Mesh property)