Index

_

__call__() (tsadar.core.modules.distribution_functions.base.Arbitrary1V method), [1] (tsadar.core.modules.distribution_functions.base.Arbitrary2V method), [1] (tsadar.core.modules.distribution_functions.base.DistributionFunction1V method) (tsadar.core.modules.distribution_functions.base.DistributionFunction2V method) (tsadar.core.modules.distribution_functions.base.DLM1V method), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.ArbitraryVr method), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.FLM_MY method) (tsadar.core.modules.distribution_functions.spherical_harmonics.FLM_NN method), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics method), [1] (tsadar.core.modules.ts_params.ElectronParams method), [1] (tsadar.core.modules.ts_params.GeneralParams method), [1] (tsadar.core.modules.ts_params.IonParams method), [1] (tsadar.core.modules.ts_params.ThomsonParams method), [1] (tsadar.core.physics.form_factor.FormFactor method), [1], [2], [3] (tsadar.core.physics.generate_spectra.FitModel method), [1] (tsadar.core.thomson_diagnostic.ThomsonScatteringDiagnostic method)

__init__() (tsadar.core.modules.distribution_functions.base.Arbitrary1V method) (tsadar.core.modules.distribution_functions.base.Arbitrary2V method) (tsadar.core.modules.distribution_functions.base.DLM1V method) (tsadar.inverse.loss_function.LossFunction method) __loss__() (tsadar.inverse.loss_function.LossFunction method), [1] _calc_all_chi_vals_() (tsadar.core.physics.form_factor.FormFactor method), [1], [2] _get_normed_batch_() (tsadar.inverse.loss_function.LossFunction method) _loss_for_hess_fn_() (tsadar.inverse.loss_function.LossFunction method) _moment_loss_() (tsadar.inverse.loss_function.LossFunction method) _run_() (in module tsadar.runner)

A

A (tsadar.core.modules.ts_params.IonParams attribute), [1] act_fun (tsadar.core.modules.distribution_functions.base.DLM1V attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] act_funs (tsadar.core.modules.ts_params.ElectronParams attribute), [1] (tsadar.core.modules.ts_params.GeneralParams attribute), [1] (tsadar.core.modules.ts_params.IonParams attribute), [1] activate (tsadar.core.modules.ts_params.ThomsonParams attribute) add_ATS_IRF() (in module tsadar.core.physics.irf) add_electron_IRF() (in module tsadar.core.physics.irf) add_ion_IRF() (in module tsadar.core.physics.irf) amp1_scale (tsadar.core.modules.ts_params.GeneralParams attribute), [1]

amp1_shift (tsadar.core.modules.ts_params.GeneralParams attribute), [1] amp2_scale (tsadar.core.modules.ts_params.GeneralParams attribute), [1] amp2_shift (tsadar.core.modules.ts_params.GeneralParams attribute), [1] amp3_scale (tsadar.core.modules.ts_params.GeneralParams attribute), [1] amp3_shift (tsadar.core.modules.ts_params.GeneralParams attribute), [1] angular_multiple_optax() (in module tsadar.inverse.loops) angular_optax() (in module tsadar.inverse.loops) Arbitrary1V (class in tsadar.core.modules.distribution_functions.base) Arbitrary2V (class in tsadar.core.modules.distribution_functions.base) ArbitraryVr (class in tsadar.core.modules.distribution_functions.spherical_harmonics) array_loss (tsadar.inverse.loss_function.LossFunction attribute)

B

batch (tsadar.core.modules.ts_params.ElectronParams attribute), [1] (tsadar.core.modules.ts_params.ThomsonParams attribute)

C

C (tsadar.core.physics.form_factor.FormFactor attribute), [1] calc_all_chi_vals (tsadar.core.physics.form_factor.FormFactor attribute), [1] calc_chi_vals() (tsadar.core.physics.form_factor.FormFactor method), [1], [2], [3] calc_ei_error() (tsadar.inverse.loss_function.LossFunction method), [1] calc_in_2D() (tsadar.core.physics.form_factor.FormFactor method), [1], [2], [3]

calc_loss() (tsadar.inverse.loss_function.LossFunction method), [1] calc_moment() (in module tsadar.core.modules.distribution_functions.base) calculate_covariance_matrix() (tsadar.inverse.loss_function.LossFunction method) call_matte() (tsadar.core.modules.distribution_functions.base.DLM1V method) compute_lineout_pixel_indices() (in module tsadar.utils.process.lineouts) correctThroughput() (in module tsadar.utils.process.correct_throughput)

D

detailed_lineouts() (in module tsadar.utils.plotting.plotters) detailed_spectrum() (tsadar.core.physics.generate_spectra.FitModel method), [1] dist_rot (tsadar.core.modules.ts_params.ElectronParams attribute) distribution_functions (tsadar.core.modules.ts_params.ElectronParams attribute), [1]

DistributionFunction1V (class in tsadar.core.modules.distribution_functions.base) DistributionFunction2V (class in tsadar.core.modules.distribution_functions.base) DLM1V (class in tsadar.core.modules.distribution_functions.base) download_file() (in module tsadar.utils.misc) dt (tsadar.core.modules.distribution_functions.spherical_harmonics.FLM_MY attribute), [1]

E

electron (tsadar.core.modules.ts_params.ThomsonParams attribute) electron_spectrum() (tsadar.core.physics.generate_spectra.FitModel method), [1]

electron_spectrum_detailed() (tsadar.core.physics.generate_spectra.FitModel method), [1] ElectronParams (class in tsadar.core.modules.ts_params) export_run() (in module tsadar.utils.misc)

F

f_vx_m (tsadar.core.modules.distribution_functions.base.DLM1V attribute), [1] first_guess() (in module tsadar.utils.process.feature_detector) fit() (in module tsadar.inverse.fitter) FitModel (class in tsadar.core.physics.generate_spectra), [1] flm (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] flm_mag (tsadar.core.modules.distribution_functions.spherical_harmonics.ArbitraryVr attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.FLM_NN attribute), [1] FLM_MY (class in tsadar.core.modules.distribution_functions.spherical_harmonics) FLM_NN (class in tsadar.core.modules.distribution_functions.spherical_harmonics)

flm_sign (tsadar.core.modules.distribution_functions.spherical_harmonics.ArbitraryVr attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.FLM_NN attribute), [1] flm_type (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] FormFactor (class in tsadar.core.physics.form_factor), [1] forward_pass() (in module tsadar.forward.calc_series) (in module tsadar.forward.calc_vs_data) fract (tsadar.core.modules.ts_params.IonParams attribute), [1] fval (tsadar.core.modules.distribution_functions.base.Arbitrary1V attribute), [1] (tsadar.core.modules.distribution_functions.base.Arbitrary2V attribute), [1]

G

gen_and_plot_theory() (in module tsadar.forward.calc_vs_data) general (tsadar.core.modules.ts_params.ThomsonParams attribute), [1] GeneralParams (class in tsadar.core.modules.ts_params) get_act_and_inv_act() (in module tsadar.core.modules.ts_params) get_calibrations() (in module tsadar.utils.data_handling.calibration) get_cfg() (in module tsadar.utils.misc) get_distribution_filter_spec() (in module tsadar.core.modules.distribution_functions.base) get_f00() (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics method), [1] get_filter_spec() (in module tsadar.core.modules.ts_params) get_final_params() (in module tsadar.utils.plotting.plotters) get_fitted_params() (tsadar.core.modules.ts_params.ThomsonParams method), [1] get_lineout_bg() (in module tsadar.utils.process.evaluate_background)

get_lineouts() (in module tsadar.utils.process.lineouts) get_scattering_angles() (in module tsadar.utils.data_handling.calibration) get_shot_bg() (in module tsadar.utils.process.evaluate_background) get_sigmas() (in module tsadar.utils.process.postprocess) get_unnormed_m() (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics method), [1] get_unnormed_params() (tsadar.core.modules.distribution_functions.base.Arbitrary1V method), [1] (tsadar.core.modules.distribution_functions.base.Arbitrary2V method), [1] (tsadar.core.modules.distribution_functions.base.DLM1V method), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics method), [1] (tsadar.core.modules.ts_params.ElectronParams method), [1] (tsadar.core.modules.ts_params.GeneralParams method), [1] (tsadar.core.modules.ts_params.IonParams method), [1] (tsadar.core.modules.ts_params.ThomsonParams method), [1]

H

h (tsadar.core.physics.form_factor.FormFactor attribute), [1]

h_loss_wrt_params() (tsadar.inverse.loss_function.LossFunction method), [1]

I

init_bidlm() (tsadar.core.modules.distribution_functions.base.Arbitrary2V method) init_dists() (tsadar.core.modules.ts_params.ElectronParams method), [1] init_dlm() (tsadar.core.modules.distribution_functions.base.Arbitrary1V method), [1] (tsadar.core.modules.distribution_functions.base.Arbitrary2V method), [1] interpolate_f_in_m (tsadar.core.modules.distribution_functions.base.DLM1V attribute), [1]

inv_act_funs (tsadar.core.modules.ts_params.ElectronParams attribute), [1] (tsadar.core.modules.ts_params.IonParams attribute), [1] ion_spectrum() (tsadar.core.physics.generate_spectra.FitModel method), [1] ion_spectrum_detailed() (tsadar.core.physics.generate_spectra.FitModel method), [1] IonParams (class in tsadar.core.modules.ts_params) ions (tsadar.core.modules.ts_params.ThomsonParams attribute), [1]

L

label() (in module tsadar.inverse.loops) lam_scale (tsadar.core.modules.ts_params.GeneralParams attribute), [1] lam_shift (tsadar.core.modules.ts_params.GeneralParams attribute), [1] (tsadar.core.physics.form_factor.FormFactor attribute), [1] lamParse() (in module tsadar.utils.data_handling.lam_parse) launch_data_visualizer() (in module tsadar.utils.data_handling.data_visualizer) learn_log (tsadar.core.modules.distribution_functions.base.Arbitrary2V attribute), [1]

lineout_plot() (in module tsadar.utils.plotting.lineout_plot) load_and_make_folders() (in module tsadar.runner), [1] load_data_for_fitting() (in module tsadar.inverse.fitter) loadData() (in module tsadar.utils.data_handling.load_ts_data) log_mlflow() (in module tsadar.utils.misc) loss() (tsadar.inverse.loss_function.LossFunction method), [1] loss_functionals() (tsadar.inverse.loss_function.LossFunction method), [1] LossFunction (class in tsadar.inverse.loss_function)

M

m_ax (tsadar.core.modules.distribution_functions.base.DLM1V attribute), [1] m_scale (tsadar.core.modules.distribution_functions.base.DLM1V attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] m_shift (tsadar.core.modules.distribution_functions.base.DLM1V attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] Me (tsadar.core.physics.form_factor.FormFactor attribute), [1] model_v_actual() (in module tsadar.utils.plotting.plotters) module queue_tsadar run_tsadar tests tests.test_form_factor tests.test_form_factor.test_epw tests.test_form_factor.test_iaw tests.test_forward tests.test_forward.test_1d tests.test_forward.test_angular_1v tests.test_forward.test_angular_2v tests.test_inverse tests.test_inverse.test_1d_data tests.test_inverse.test_1d_random tests.test_inverse.test_angular_1v tests.test_inverse.test_angular_2v tsadar tsadar.core tsadar.core.modules tsadar.core.modules.distribution_functions tsadar.core.modules.distribution_functions.base tsadar.core.modules.distribution_functions.spherical_harmonics tsadar.core.modules.ts_params tsadar.core.physics tsadar.core.physics.form_factor tsadar.core.physics.generate_spectra tsadar.core.physics.irf tsadar.core.physics.ratintn tsadar.core.thomson_diagnostic tsadar.forward tsadar.forward.calc_series tsadar.forward.calc_vs_data tsadar.inverse tsadar.inverse.fitter tsadar.inverse.loops tsadar.inverse.loss_function tsadar.runner, [1] tsadar.utils tsadar.utils.data_handling tsadar.utils.data_handling.calibration tsadar.utils.data_handling.data_visualizer tsadar.utils.data_handling.lam_parse tsadar.utils.data_handling.load_ts_data tsadar.utils.misc tsadar.utils.plotting tsadar.utils.plotting.lineout_plot tsadar.utils.plotting.plotters tsadar.utils.process tsadar.utils.process.correct_throughput tsadar.utils.process.evaluate_background tsadar.utils.process.feature_detector tsadar.utils.process.lineouts tsadar.utils.process.postprocess tsadar.utils.process.prepare tsadar.utils.process.warpcorr tsadar.utils.vector_tools

Mp (tsadar.core.physics.form_factor.FormFactor attribute), [1] multiplex_ang (tsadar.inverse.loss_function.LossFunction attribute) multirun_angular_optax() (in module tsadar.inverse.loops)

N

ne_gradient_scale (tsadar.core.modules.ts_params.GeneralParams attribute), [1] ne_gradient_shift (tsadar.core.modules.ts_params.GeneralParams attribute), [1] ne_scale (tsadar.core.modules.ts_params.ElectronParams attribute), [1] ne_shift (tsadar.core.modules.ts_params.ElectronParams attribute), [1] Nl (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] normed_amp1 (tsadar.core.modules.ts_params.GeneralParams attribute), [1] normed_amp2 (tsadar.core.modules.ts_params.GeneralParams attribute), [1] normed_amp3 (tsadar.core.modules.ts_params.GeneralParams attribute), [1] normed_lam (tsadar.core.modules.ts_params.GeneralParams attribute) normed_m (tsadar.core.modules.distribution_functions.base.DLM1V attribute) (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1]

normed_ne (tsadar.core.modules.ts_params.ElectronParams attribute), [1] normed_ne_gradient (tsadar.core.modules.ts_params.GeneralParams attribute), [1] normed_Te (tsadar.core.modules.ts_params.ElectronParams attribute) normed_Te_gradient (tsadar.core.modules.ts_params.GeneralParams attribute), [1] normed_Ti (tsadar.core.modules.ts_params.IonParams attribute) normed_ud (tsadar.core.modules.ts_params.GeneralParams attribute), [1] normed_Va (tsadar.core.modules.ts_params.GeneralParams attribute) (tsadar.core.modules.ts_params.IonParams attribute) normed_Z (tsadar.core.modules.ts_params.IonParams attribute), [1] npts (tsadar.core.physics.form_factor.FormFactor attribute), [1] num_grad_points (tsadar.core.physics.form_factor.FormFactor attribute), [1] num_params (tsadar.core.modules.ts_params.ThomsonParams attribute)

O

one_d_loop() (in module tsadar.inverse.loops)

P

parallel_calc_all_chi_vals() (tsadar.core.physics.form_factor.FormFactor method), [1], [2], [3] param_cfg (tsadar.core.modules.ts_params.ThomsonParams attribute), [1] penalties() (tsadar.inverse.loss_function.LossFunction method), [1] perform_warp_correction() (in module tsadar.utils.process.warpcorr) perturb_and_split_params() (in module tests.test_inverse.test_angular_1v) (in module tests.test_inverse.test_angular_2v) phi (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] plot_2D_data_vs_fit() (in module tsadar.utils.plotting.plotters) plot_and_save_distribution() (in module tests.test_inverse.test_angular_2v) plot_ang_lineouts() (in module tsadar.utils.plotting.plotters) plot_data_angular() (in module tsadar.utils.plotting.plotters)

plot_dist() (in module tsadar.utils.plotting.plotters) plot_final_params() (in module tsadar.utils.plotting.plotters) plot_fwd_vs_ground_truth() (in module tests.test_forward.test_angular_2v) plot_loss_hist() (in module tsadar.utils.plotting.plotters) plot_measured_data() (in module tsadar.forward.calc_vs_data) plot_ts_data() (in module tsadar.utils.plotting.plotters) post_loss() (tsadar.inverse.loss_function.LossFunction method), [1] postprocess() (in module tsadar.utils.process.postprocess) postprocess_theory() (tsadar.core.thomson_diagnostic.ThomsonScatteringDiagnostic method) prepare_data() (in module tsadar.utils.process.prepare) process_angular_data() (in module tsadar.utils.process.postprocess) process_data() (in module tsadar.utils.process.postprocess)

Q

queue_tsadar module

R

ratcen() (in module tsadar.core.physics.ratintn), [1] ratintn() (in module tsadar.core.physics.ratintn), [1] recalculate_with_chosen_weights() (in module tsadar.utils.process.postprocess) reduce_ATS_to_resunit() (tsadar.core.thomson_diagnostic.ThomsonScatteringDiagnostic method) refit_bad_fits() (in module tsadar.utils.process.postprocess) renormalize_ions() (tsadar.core.modules.ts_params.ThomsonParams method), [1]

rotate() (in module tsadar.utils.vector_tools) (tsadar.core.physics.form_factor.FormFactor method), [1], [2], [3] run() (in module tsadar.runner), [1] run_for_app() (in module tsadar.runner), [1] run_job() (in module tsadar.runner), [1] run_tsadar module

S

sa_lookup() (in module tsadar.utils.data_handling.calibration) save_and_plot_ThryE() (in module tests.test_inverse.test_angular_1v) save_electron_distribution_plot() (in module tests.test_inverse.test_angular_1v) (in module tests.test_inverse.test_angular_2v) save_sigmas_fe() (in module tsadar.utils.plotting.plotters) save_sigmas_params() (in module tsadar.utils.plotting.plotters) scan_calc_chi_vals() (tsadar.core.physics.form_factor.FormFactor method), [1], [2], [3] scattering_angles (tsadar.core.physics.form_factor.FormFactor attribute), [1]

second_order_butterworth() (in module tsadar.core.modules.distribution_functions.base) set_fe_to_matte() (tsadar.core.modules.ts_params.ThomsonParams method) smooth (tsadar.core.modules.distribution_functions.base.Arbitrary1V attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.ArbitraryVr attribute), [1] smooth1d() (in module tsadar.core.modules.distribution_functions.base) smooth2d() (in module tsadar.core.modules.distribution_functions.base) spectrum_breakdown() (tsadar.core.thomson_diagnostic.ThomsonScatteringDiagnostic method) sph_harm_y (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] SphericalHarmonics (class in tsadar.core.modules.distribution_functions.spherical_harmonics)

T

Te_gradient_scale (tsadar.core.modules.ts_params.GeneralParams attribute), [1] Te_gradient_shift (tsadar.core.modules.ts_params.GeneralParams attribute), [1] Te_scale (tsadar.core.modules.ts_params.ElectronParams attribute), [1] Te_shift (tsadar.core.modules.ts_params.ElectronParams attribute), [1] test_1d_forward_pass() (in module tests.test_forward.test_1d) test_1d_inverse() (in module tests.test_inverse.test_1d_random) test_arts1d_forward_pass() (in module tests.test_forward.test_angular_1v) test_arts1d_inverse() (in module tests.test_inverse.test_angular_1v) test_arts2d_forward_pass() (in module tests.test_forward.test_angular_2v) test_arts2d_inverse() (in module tests.test_inverse.test_angular_2v) test_data() (in module tests.test_inverse.test_1d_data) test_epw() (in module tests.test_form_factor.test_epw) test_iaw() (in module tests.test_form_factor.test_iaw) tests module tests.test_form_factor module tests.test_form_factor.test_epw module tests.test_form_factor.test_iaw module tests.test_forward module tests.test_forward.test_1d module tests.test_forward.test_angular_1v module tests.test_forward.test_angular_2v module tests.test_inverse module tests.test_inverse.test_1d_data module tests.test_inverse.test_1d_random module tests.test_inverse.test_angular_1v module tests.test_inverse.test_angular_2v module th (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] ThomsonParams (class in tsadar.core.modules.ts_params) ThomsonScatteringDiagnostic (class in tsadar.core.thomson_diagnostic) Ti_scale (tsadar.core.modules.ts_params.IonParams attribute), [1] Ti_shift (tsadar.core.modules.ts_params.IonParams attribute), [1] trapz() (in module tsadar.core.modules.distribution_functions.base) ts_diag (tsadar.inverse.loss_function.LossFunction attribute) tsadar module tsadar.core module tsadar.core.modules module tsadar.core.modules.distribution_functions module tsadar.core.modules.distribution_functions.base module tsadar.core.modules.distribution_functions.spherical_harmonics module tsadar.core.modules.ts_params module tsadar.core.physics module tsadar.core.physics.form_factor module

tsadar.core.physics.generate_spectra module tsadar.core.physics.irf module tsadar.core.physics.ratintn module tsadar.core.thomson_diagnostic module tsadar.forward module tsadar.forward.calc_series module tsadar.forward.calc_vs_data module tsadar.inverse module tsadar.inverse.fitter module tsadar.inverse.loops module tsadar.inverse.loss_function module tsadar.runner module, [1] tsadar.utils module tsadar.utils.data_handling module tsadar.utils.data_handling.calibration module tsadar.utils.data_handling.data_visualizer module tsadar.utils.data_handling.lam_parse module tsadar.utils.data_handling.load_ts_data module tsadar.utils.misc module tsadar.utils.plotting module tsadar.utils.plotting.lineout_plot module tsadar.utils.plotting.plotters module tsadar.utils.process module tsadar.utils.process.correct_throughput module tsadar.utils.process.evaluate_background module tsadar.utils.process.feature_detector module tsadar.utils.process.lineouts module tsadar.utils.process.postprocess module tsadar.utils.process.prepare module tsadar.utils.process.warpcorr module tsadar.utils.vector_tools module TScmap() (in module tsadar.utils.plotting.plotters)

U

ud_scale (tsadar.core.modules.ts_params.GeneralParams attribute), [1] ud_shift (tsadar.core.modules.ts_params.GeneralParams attribute), [1]

update() (in module tsadar.utils.misc) update_distribution_layers() (in module tsadar.core.modules.distribution_functions.base) upload_dir_to_s3() (in module tsadar.utils.misc)

V

v_add_dim() (in module tsadar.utils.vector_tools) Va_scale (tsadar.core.modules.ts_params.GeneralParams attribute) (tsadar.core.modules.ts_params.IonParams attribute) Va_shift (tsadar.core.modules.ts_params.GeneralParams attribute) (tsadar.core.modules.ts_params.IonParams attribute) vadd() (in module tsadar.utils.vector_tools) vdiv() (in module tsadar.utils.vector_tools) vdot() (in module tsadar.utils.vector_tools)

vg_loss() (tsadar.inverse.loss_function.LossFunction method), [1] vmap_calc_chi_vals (tsadar.core.physics.form_factor.FormFactor attribute), [1] vr (tsadar.core.modules.distribution_functions.spherical_harmonics.FLM_MY attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.FLM_NN attribute), [1] (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute) vr_vxvy (tsadar.core.modules.distribution_functions.spherical_harmonics.SphericalHarmonics attribute), [1] vsub() (in module tsadar.utils.vector_tools) vx (tsadar.core.modules.distribution_functions.base.DistributionFunction1V attribute), [1] (tsadar.core.modules.distribution_functions.base.DistributionFunction2V attribute)

Z

Z_scale (tsadar.core.modules.ts_params.IonParams attribute), [1] Z_shift (tsadar.core.modules.ts_params.IonParams attribute), [1]

Zpi (tsadar.core.physics.form_factor.FormFactor attribute), [1] zprimeMaxw() (in module tsadar.core.physics.form_factor), [1]