Index

_

_abc_impl (pyopmnearwell.ml.upscale.BaseUpscaler attribute) (pyopmnearwell.ml.upscale.Upscaler attribute)

_adapt() (pyopmnearwell.ml.scaler_layers.ScalerLayer method) _is_protocol (pyopmnearwell.ml.upscale.Upscaler attribute)

A

adapt() (pyopmnearwell.ml.scaler_layers.ScalerLayer method) all_injectivities() (in module pyopmnearwell.visualization.plotting)

angle (pyopmnearwell.ml.upscale.Upscaler property) area_squaredcircle() (in module pyopmnearwell.utils.formulas)

B

BaseUpscaler (class in pyopmnearwell.ml.upscale) BOLTZMANN_CONSTANT (in module pyopmnearwell.utils.units)

build() (pyopmnearwell.ml.scaler_layers.ScalerLayer method) build_model() (in module pyopmnearwell.ml.nn)

C

calculate_radii() (in module pyopmnearwell.ml.ensemble) calculate_WI() (in module pyopmnearwell.ml.ensemble) call() (pyopmnearwell.ml.scaler_layers.MinMaxScalerLayer method) (pyopmnearwell.ml.scaler_layers.MinMaxUnScalerLayer method) capillary_pressure() (in module pyopmnearwell.visualization.plotting) cell_size() (in module pyopmnearwell.utils.formulas) co2brinepvt() (in module pyopmnearwell.utils.formulas)

compute_output_shape() (pyopmnearwell.ml.scaler_layers.MinMaxScalerLayer method) (pyopmnearwell.ml.scaler_layers.MinMaxUnScalerLayer method) connections_injectivities() (in module pyopmnearwell.visualization.plotting) create_3dgrid() (in module pyopmnearwell.utils.writefile) create_arrays_opm() (in module pyopmnearwell.visualization.reading) create_arrays_resdata() (in module pyopmnearwell.visualization.reading) create_ds() (pyopmnearwell.ml.upscale.BaseUpscaler method) create_ensemble() (in module pyopmnearwell.ml.ensemble)

D

d3_grids() (in module pyopmnearwell.utils.writefile) data_max (pyopmnearwell.ml.scaler_layers.ScalerLayer property)

data_min (pyopmnearwell.ml.scaler_layers.ScalerLayer property) data_WI() (in module pyopmnearwell.utils.formulas)

E

enable_determinism() (in module pyopmnearwell.ml.utils) equivalent_well_radius() (in module pyopmnearwell.utils.formulas)

evaluate_projections() (in module pyopmnearwell.visualization.plotting) export_model() (in module pyopmnearwell.ml.kerasify) extract_features() (in module pyopmnearwell.ml.ensemble)

F

factors() (in module pyopmnearwell.visualization.additional_plots) feature_range (pyopmnearwell.ml.scaler_layers.ScalerLayer property) features (pyopmnearwell.ml.resdata_dataset.ResDataSet attribute) fill_template() (in module pyopmnearwell.utils.mako) final_time_maps() (in module pyopmnearwell.visualization.additional_plots) final_time_projections_bottom() (in module pyopmnearwell.visualization.plotting)

final_time_projections_layered() (in module pyopmnearwell.visualization.plotting) final_time_projections_max() (in module pyopmnearwell.visualization.plotting) final_time_projections_norms() (in module pyopmnearwell.visualization.plotting) finish_plotting() (in module pyopmnearwell.visualization.plotting) from_config() (pyopmnearwell.ml.scaler_layers.MinMaxScalerLayer class method) (pyopmnearwell.ml.scaler_layers.MinMaxUnScalerLayer class method)

G

get_analytical_PI() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_analytical_WI() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_config() (pyopmnearwell.ml.scaler_layers.MinMaxScalerLayer method) (pyopmnearwell.ml.scaler_layers.MinMaxUnScalerLayer method) get_data_WI() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_FCNN() (in module pyopmnearwell.ml.nn) get_flags() (in module pyopmnearwell.ml.ensemble) get_GRU() (in module pyopmnearwell.ml.nn)

get_homogeneous_values() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_horizontically_integrated_values() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_LSTM() (in module pyopmnearwell.ml.nn) get_radii() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_RNN() (in module pyopmnearwell.ml.nn) get_timesteps() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_vertically_averaged_values() (pyopmnearwell.ml.upscale.BaseUpscaler method) get_weights() (pyopmnearwell.ml.scaler_layers.ScalerLayer method) GRAVITATIONAL_ACCELERATION (in module pyopmnearwell.utils.units)

H

handle_core() (in module pyopmnearwell.utils.writefile) handle_smsp_time() (in module pyopmnearwell.visualization.reading)

handle_zeros_in_scale() (in module pyopmnearwell.ml.nn) hydrostatic_fluid() (in module pyopmnearwell.utils.formulas) hydrostatic_gas() (in module pyopmnearwell.utils.formulas)

I

integrate_fine_scale_value() (in module pyopmnearwell.ml.ensemble)

is_adapted (pyopmnearwell.ml.scaler_layers.ScalerLayer property)

M

main() (in module pyopmnearwell.core.pyopmnearwell) (in module pyopmnearwell.ml.resdata_dataset) (in module pyopmnearwell.visualization.getpressure) (in module pyopmnearwell.visualization.plotting) manage_grid() (in module pyopmnearwell.utils.writefile) manage_sections() (in module pyopmnearwell.utils.writefile) manage_tables() (in module pyopmnearwell.utils.writefile) map_zcords() (in module pyopmnearwell.utils.writefile) memory_efficient_sample() (in module pyopmnearwell.ml.ensemble) min (pyopmnearwell.ml.scaler_layers.ScalerLayer attribute) MinMaxScalerLayer (class in pyopmnearwell.ml.scaler_layers) MinMaxUnScalerLayer (class in pyopmnearwell.ml.scaler_layers) module pyopmnearwell pyopmnearwell.core pyopmnearwell.core.pyopmnearwell pyopmnearwell.ml pyopmnearwell.ml.analysis pyopmnearwell.ml.ensemble pyopmnearwell.ml.integration pyopmnearwell.ml.kerasify pyopmnearwell.ml.nn pyopmnearwell.ml.resdata_dataset pyopmnearwell.ml.scaler_layers pyopmnearwell.ml.upscale pyopmnearwell.ml.utils pyopmnearwell.utils pyopmnearwell.utils.formulas pyopmnearwell.utils.inputvalues pyopmnearwell.utils.mako pyopmnearwell.utils.plotting pyopmnearwell.utils.runs pyopmnearwell.utils.units pyopmnearwell.utils.writefile pyopmnearwell.visualization pyopmnearwell.visualization.additional_plots pyopmnearwell.visualization.getpressure pyopmnearwell.visualization.plotting pyopmnearwell.visualization.reading

N

nca_nb() (in module pyopmnearwell.visualization.additional_plots) num_layers (pyopmnearwell.ml.upscale.Upscaler property)

num_timesteps (pyopmnearwell.ml.upscale.Upscaler property) num_xcells (pyopmnearwell.ml.upscale.Upscaler property) num_zcells (pyopmnearwell.ml.upscale.Upscaler property)

O

on_epoch_end() (pyopmnearwell.ml.resdata_dataset.ResDataSet method) over_time_layers() (in module pyopmnearwell.visualization.plotting) over_time_max_distance() (in module pyopmnearwell.visualization.plotting)

over_time_saltprec() (in module pyopmnearwell.visualization.additional_plots) over_time_well_cell() (in module pyopmnearwell.visualization.plotting) over_time_well_injectivity() (in module pyopmnearwell.visualization.plotting)

P

peaceman_matrix_WI() (in module pyopmnearwell.utils.formulas) peaceman_WI() (in module pyopmnearwell.utils.formulas) plot_analysis() (in module pyopmnearwell.ml.analysis) plot_results() (in module pyopmnearwell.visualization.plotting) plotting() (in module pyopmnearwell.utils.runs) process_input() (in module pyopmnearwell.utils.inputvalues) pyopmnearwell module pyopmnearwell() (in module pyopmnearwell.core.pyopmnearwell) pyopmnearwell.core module pyopmnearwell.core.pyopmnearwell module pyopmnearwell.ml module pyopmnearwell.ml.analysis module pyopmnearwell.ml.ensemble module pyopmnearwell.ml.integration module pyopmnearwell.ml.kerasify module pyopmnearwell.ml.nn module pyopmnearwell.ml.resdata_dataset module pyopmnearwell.ml.scaler_layers module pyopmnearwell.ml.upscale module

pyopmnearwell.ml.utils module pyopmnearwell.utils module pyopmnearwell.utils.formulas module pyopmnearwell.utils.inputvalues module pyopmnearwell.utils.mako module pyopmnearwell.utils.plotting module pyopmnearwell.utils.runs module pyopmnearwell.utils.units module pyopmnearwell.utils.writefile module pyopmnearwell.visualization module pyopmnearwell.visualization.additional_plots module pyopmnearwell.visualization.getpressure module pyopmnearwell.visualization.plotting module pyopmnearwell.visualization.reading module pyopmnearwell_correction() (in module pyopmnearwell.utils.formulas)

R

read_data() (pyopmnearwell.ml.resdata_dataset.ResDataSet method) read_opm() (in module pyopmnearwell.visualization.reading) read_resdata() (in module pyopmnearwell.visualization.reading) read_simulations() (in module pyopmnearwell.visualization.reading) read_table() (in module pyopmnearwell.visualization.plotting) readco2eorfoam() (in module pyopmnearwell.utils.inputvalues) readhysteresis() (in module pyopmnearwell.utils.inputvalues) readsalt() (in module pyopmnearwell.utils.inputvalues)

readthefirstpart() (in module pyopmnearwell.utils.inputvalues) readthesecondpart() (in module pyopmnearwell.utils.inputvalues) recompile_flow() (in module pyopmnearwell.ml.integration) reduce_data_size() (pyopmnearwell.ml.upscale.BaseUpscaler method) ResdataFile_to_datapoint() (pyopmnearwell.ml.resdata_dataset.ResDataSet method) ResDataSet (class in pyopmnearwell.ml.resdata_dataset) reservoir_files() (in module pyopmnearwell.utils.writefile) run_ensemble() (in module pyopmnearwell.ml.ensemble) run_integration() (in module pyopmnearwell.ml.integration)

S

saltprec_plots() (in module pyopmnearwell.visualization.additional_plots) save_fig_and_data() (in module pyopmnearwell.utils.plotting) save_tune_results() (in module pyopmnearwell.ml.nn) scalar (pyopmnearwell.ml.scaler_layers.ScalerLayer attribute) scale_and_evaluate() (in module pyopmnearwell.ml.nn) scale_and_prepare_dataset() (in module pyopmnearwell.ml.nn) ScalerLayer (class in pyopmnearwell.ml.scaler_layers)

sensitivity_analysis() (in module pyopmnearwell.ml.analysis) set_latex_params() (in module pyopmnearwell.utils.plotting) set_weights() (pyopmnearwell.ml.scaler_layers.ScalerLayer method) setup_ensemble() (in module pyopmnearwell.ml.ensemble) simulations() (in module pyopmnearwell.utils.runs) single_feature_shape (pyopmnearwell.ml.upscale.Upscaler property) store_dataset() (in module pyopmnearwell.ml.ensemble)

T

targets (pyopmnearwell.ml.resdata_dataset.ResDataSet attribute) train() (in module pyopmnearwell.ml.nn)

tune() (in module pyopmnearwell.ml.nn) two_phase_peaceman_WI() (in module pyopmnearwell.utils.formulas)

U

UNIVERSAL_GAS_CONSTANT (in module pyopmnearwell.utils.units)

Upscaler (class in pyopmnearwell.ml.upscale)

W

write_convolution2d() (in module pyopmnearwell.ml.kerasify) write_dense() (in module pyopmnearwell.ml.kerasify)

write_floats() (in module pyopmnearwell.ml.kerasify) write_lstm() (in module pyopmnearwell.ml.kerasify)