tardis.transport.montecarlo.estimators package

Submodules

• tardis.transport.montecarlo.estimators.base module
  • EstimatedRadiationFieldProperties
    • EstimatedRadiationFieldProperties.dilute_blackbody_radiationfield_state
    • EstimatedRadiationFieldProperties.j_blues
• tardis.transport.montecarlo.estimators.continuum_radfield_properties module
  • ContinuumProperties
    • ContinuumProperties.photo_ionization_rate_coefficient
    • ContinuumProperties.stimulated_recombination_rate_factor
  • MCContinuumPropertiesSolver
    • MCContinuumPropertiesSolver.solve()
• tardis.transport.montecarlo.estimators.estimators_bulk module
  • EstimatorsBulk
    • EstimatorsBulk.class_type
    • EstimatorsBulk.mean_frequency
    • EstimatorsBulk.mean_intensity_total
  • create_estimators_bulk_list()
  • init_estimators_bulk()
• tardis.transport.montecarlo.estimators.estimators_continuum module
  • EstimatorsContinuum
    • EstimatorsContinuum.bf_heating_estimator
    • EstimatorsContinuum.class_type
    • EstimatorsContinuum.ff_heating_estimator
    • EstimatorsContinuum.photo_ion_estimator
    • EstimatorsContinuum.photo_ion_estimator_statistics
    • EstimatorsContinuum.stim_recomb_cooling_estimator
    • EstimatorsContinuum.stim_recomb_estimator
  • create_estimators_continuum_list()
  • init_estimators_continuum()
• tardis.transport.montecarlo.estimators.estimators_line module
  • EstimatorsLine
    • EstimatorsLine.class_type
    • EstimatorsLine.energy_deposition_line_rate
    • EstimatorsLine.mean_intensity_blueward
  • create_estimators_line_list()
  • init_estimators_line()
• tardis.transport.montecarlo.estimators.mc_rad_field_solver module
  • MCRadiationFieldPropertiesSolver
    • MCRadiationFieldPropertiesSolver.estimate_dilute_planck_radiation_field()
    • MCRadiationFieldPropertiesSolver.estimate_jblues()
    • MCRadiationFieldPropertiesSolver.solve()
    • MCRadiationFieldPropertiesSolver.w_epsilon
• tardis.transport.montecarlo.estimators.radfield_estimator_calcs module
  • update_estimators_bound_free()
  • update_estimators_bulk()
  • update_estimators_line()
• tardis.transport.montecarlo.estimators.util module
  • bound_free_estimator_array2frame()
  • integrate_array_by_blocks()

Module contents

class tardis.transport.montecarlo.estimators.EstimatedRadiationFieldProperties(dilute_blackbody_radiationfield_state: tardis.plasma.radiation_field.planck_rad_field.DilutePlanckianRadiationField, j_blues: numpy.ndarray)

Bases: object

dilute_blackbody_radiationfield_state: DilutePlanckianRadiationField

j_blues: ndarray

class tardis.transport.montecarlo.estimators.EstimatorsBulk(*args, **kwargs)

Bases: EstimatorsBulk

Estimators for bulk radiation field properties at the cell level.

Attributes:

mean_intensity_totalnumpy.ndarray

Mean intensity estimator per cell.

mean_frequencynumpy.ndarray

Mean frequency estimator per cell.

Initialize EstimatorsBulk with pre-allocated arrays.

Parameters:

mean_intensity_total

Array for mean intensity per cell.

mean_frequency

Array for mean frequency per cell.

class_type = jitclass.EstimatorsBulk#7fdbe026c180<mean_intensity_total:array(float64, 1d, A),mean_frequency:array(float64, 1d, A)>

class tardis.transport.montecarlo.estimators.EstimatorsContinuum(*args, **kwargs)

Bases: EstimatorsContinuum

Estimators for continuum interaction processes.

Attributes:

photo_ion_estimatornumpy.ndarray

Photoionization rate estimator.

stim_recomb_estimatornumpy.ndarray

Stimulated recombination rate estimator.

bf_heating_estimatornumpy.ndarray

Bound-free heating rate estimator.

stim_recomb_cooling_estimatornumpy.ndarray

Stimulated recombination cooling rate estimator.

ff_heating_estimatornumpy.ndarray

Free-free heating rate estimator.

photo_ion_estimator_statisticsnumpy.ndarray

Photoionization statistics counter.

Initialize EstimatorsContinuum with pre-allocated arrays.

Parameters:

photo_ion_estimator

Array for photoionization rates.

stim_recomb_estimator

Array for stimulated recombination rates.

bf_heating_estimator

Array for bound-free heating rates.

stim_recomb_cooling_estimator

Array for stimulated recombination cooling rates.

ff_heating_estimator

Array for free-free heating rates.

photo_ion_estimator_statistics

Array for photoionization statistics.

class_type = jitclass.EstimatorsContinuum#7fdbe026c2b0<photo_ion_estimator:array(float64, 2d, A),stim_recomb_estimator:array(float64, 2d, A),bf_heating_estimator:array(float64, 2d, A),stim_recomb_cooling_estimator:array(float64, 2d, A),ff_heating_estimator:array(float64, 1d, A),photo_ion_estimator_statistics:array(int64, 2d, A)>

class tardis.transport.montecarlo.estimators.EstimatorsLine(*args, **kwargs)

Bases: EstimatorsLine

Estimators for line-specific radiation field properties.

Attributes:

mean_intensity_bluewardnumpy.ndarray

Monte Carlo estimator for the mean intensity in a line’s extreme blue wing (Lucy 1999).

energy_deposition_line_ratenumpy.ndarray

Monte Carlo estimator for the rate per unit volume at which energy is removed from the radiation field by line excitations (Lucy 1999).

Initialize EstimatorsLine with pre-allocated arrays.

Parameters:

mean_intensity_blueward

Monte Carlo estimator for the mean intensity in a line’s extreme blue wing

energy_deposition_line_rate

Monte Carlo estimator for the rate per unit volume at which energy is removed from the radiation field by line excitations

class_type = jitclass.EstimatorsLine#7fdbe02ed910<mean_intensity_blueward:array(float64, 2d, A),energy_deposition_line_rate:array(float64, 2d, A)>

tardis.transport.montecarlo.estimators.create_estimators_bulk_list(n_cells: int, number: int) → List[EstimatorsBulk]

Factory function to create a list of EstimatorsBulk instances.

Parameters:

n_cells

Number of cells in the simulation.

number

Number of estimator instances to create.

Returns:

numba.typed.List[EstimatorsBulk]

Typed list of EstimatorsBulk instances.

tardis.transport.montecarlo.estimators.create_estimators_continuum_list(n_levels_bf_species_by_n_cells_tuple: tuple[int, int], n_cells: int, number: int) → List[EstimatorsContinuum]

Factory function to create a list of EstimatorsContinuum instances.

Parameters:

n_levels_bf_species_by_n_cells_tuple

Shape tuple for bound-free transitions (n_levels_bf_species, n_cells)

n_cells

Number of cells in the simulation

number

Number of estimator instances to create

Returns:

numba.typed.List[EstimatorsContinuum]

Typed list of EstimatorsContinuum instances

tardis.transport.montecarlo.estimators.create_estimators_line_list(n_lines_by_n_cells_tuple: tuple[int, int], number: int) → List[EstimatorsLine]

Factory function to create a list of EstimatorsLine instances.

Parameters:

n_lines_by_n_cells_tuple

Shape tuple (n_lines, n_cells).

number

Number of estimator instances to create.

Returns:

Typed list of EstimatorsLine instances.

tardis.transport.montecarlo.estimators.init_estimators_bulk(n_cells: int) → EstimatorsBulk

Factory function to create and initialize EstimatorsBulk.

Parameters:

n_cells

Number of cells in the simulation.

Returns:

EstimatorsBulk

Initialized estimators with zero-filled arrays.

tardis.transport.montecarlo.estimators.init_estimators_continuum(n_levels_bf_species_by_n_cells_tuple: tuple[int, int], n_cells: int) → EstimatorsContinuum

Factory function to create and initialize EstimatorsContinuum.

Parameters:

n_levels_bf_species_by_n_cells_tuple

Shape tuple for bound-free transitions (n_levels_bf_species, n_cells)

n_cells

Number of cells in the simulation

Returns:

EstimatorsContinuum

Initialized estimators with zero-filled arrays

tardis.transport.montecarlo.estimators.init_estimators_line(n_lines_by_n_cells_tuple: tuple[int, int]) → EstimatorsLine

Factory function to create and initialize EstimatorsLine.

Parameters:

n_lines_by_n_cells_tuple

Shape of tau_sobolev array (n_lines, n_cells).

Returns:

Initialized estimators with zero-filled arrays.