Contents:
SolverProtocol
SolverProtocol.set_comp_para()
SolverProtocol.reset_params()
SolverProtocol.calc_init_from_data()
SolverProtocol.calc_matrix()
SolverProtocol.solve()
SolverProtocol.get_all_data()
SolverProtocol.calc_delta_pop()
SolverProtocol.close()
validate_solver()
make_solver()
WriteThroughAdapter
BasePost
BaseSolver
DPBEAdapter
DPBEAdapter.set_comp_para()
DPBEAdapter.reset_params()
DPBEAdapter.calc_init_from_data()
DPBEAdapter.calc_matrix()
DPBEAdapter.solve()
DPBEAdapter.get_all_data()
DPBEAdapter.calc_delta_pop()
DPBEAdapter.close()
DPBEAdapter.generate_data()
DPBESolver
DPBECore
DPBECore.full_init()
DPBECore.calc_R()
DPBECore.init_N()
DPBECore.calc_F_M()
DPBECore.calc_B_R()
DPBECore.calc_int_B_F()
DPBECore.calc_alpha_prim()
DPBECore.int_fun()
DPBECore.solve_PBE()
ExtruderPBESolver
ExtruderPBESolver.set_comp_geom_params()
ExtruderPBESolver.get_all_comp_params()
ExtruderPBESolver.init_comp_params()
ExtruderPBESolver.get_one_comp_params()
ExtruderPBESolver.get_all_comp_params_from_dict()
ExtruderPBESolver.solve_extruder()
init_mag_sep_params()
mag_sep()
DPBEPost
DPBEPost.init_post_params()
DPBEPost.calc_v_uni()
DPBEPost.calc_x_uni()
DPBEPost.calc_Qx()
DPBEPost.calc_sum_uni()
DPBEPost.calc_qx()
DPBEPost.re_calc_distribution()
DPBEPost.return_distribution()
DPBEPost.return_N_t()
DPBEPost.calc_mom_t()
DPBEPost.calc_mom_r_t()
DPBEPost.save_vars()
DPBEPost.calc_weibull()
DPBEVisual
DPBEVisual.init_visual_params()
DPBEVisual.visualize_distN_t()
DPBEVisual.visualize_qQ_t()
DPBEVisual.visualize_sumN_t()
DPBEVisual.visualize_sumvol_t()
DPBEVisual.visualize_distribution()
DPBEVisual.visualize_distribution_animation()
visualize_distribution()
animation_distribution()
visualize_convergence()
visualize_N()
run_mcpbe()
normal_test()
return_pop_distribution()
calc_delta_test()
optimierer_bo()
OptBase
OptBase.check_core_params()
OptBase.check_config_path()
OptBase.init_opt_core()
OptBase.find_opt_kernels()
OptBase.calc_PSD_delta()
OptBaseRay
OptBaseRay.print_current_actors()
OptBaseRay.multi_optimierer_ray()
OptBaseRay.check_num_jobs()
OptBaseRay.optimierer_ray()
OptBaseRay.create_algo()
OptCore
OptCore.init_attr()
OptCore.init_pbe()
OptCore.calc_delta()
OptCore.check_corr_agg()
OptCore.return_syth_beta()
OptCore.array_dict_transform()
OptCore.cost_fun()
OptCore.print_notice()
OptCore.optimierer_bo()
OptCoreMulti
OptCoreMulti.calc_delta()
OptCoreMulti.calc_all_pop()
OptCoreMultiRay
OptCoreRay
OptCoreRay.setup()
OptCoreRay.step()
OptCoreRay.save_checkpoint()
OptCoreRay.load_checkpoint()
OptCoreRay.reset_config()
OptData
OptData.read_exp()
OptData.function_noise()
OptData.KDE_fit()
OptData.KDE_score()
OptData.traverse_path()
OptPBE
OptPBE.close_pbe()
OptPBE.calc_pop()
OptPBE.set_init_pop_para()
OptPBE.set_pop_para()
OptPBE.set_pop_attributes()
MCPBESolver
MCPBESolver.init_calc()
MCPBESolver.solve_MC_N()
MCPBESolver.solve_MC()
MCPBESolver.select_two_random()
MCPBESolver.select_one_random()
MCPBESolver.select_size()
MCPBESolver.calc_inter_event_time_agg()
MCPBESolver.calc_inter_event_time_break()
MCPBESolver.calc_alpha_ccm()
MCPBESolver.calc_mom_t()
MCPBESolver.combine_MC()
MCPBESolver.visualize_qQ_t()
MCPBESolver.visualize_mom_t()
MCPBESolver.return_distribution()
MCPBESolver.calc_one_agg()
MCPBESolver.calc_one_break()
MCPBESolver.produce_one_frag()
MCPBESolver.calc_break_rate()
MCPBESolver.calc_break_func()
MCPBESolver.check_dim_consistency()
calc_betaarray_jit()
calc_b_r_jit_1d()
calc_alpha_ccm_jit()
calc_inter_event_time_array()
select_size_jit()
handle_fragments()
produce_one_frag()
PBMSolver
PBMSolver.trapz_2d()
PBMSolver.normalize_mom()
PBMSolver.set_tol()
PBMSolver.create_ndf()
PBMSolver.NDF_approx()
PBMSolver.moment_2d_indices_chy()
PBMSolver.moment_2d_indices_c()
PBMCore
PBMCore.init_moments()
PBMCore.init_moments_2d()
PBMCore.solve_PBM()
PBMPost
PBMPost.plot_moments_comparison()
PBMPost.plot_NDF_comparison()
PBMPost.plot_nodes_weights_comparision()
PBMQuickTest
PBMQuickTest.QMOM()
PBMQuickTest.QMOM_normal()
PBMQuickTest.CHyQMOM_2d()
PBMQuickTest.CQMOM_2d()
func()
analytic_sol()
num_jac()
dense_num_jac()
predict_factor()
norm()
interpolation_radau()
solve_collocation_system()
radau_ii_a
bind_methods_from_module()
bind_selected_methods_from_module()
unbind_methods_from_class()
ReplaceConfig
replace_key_value()
float_equal()
float_in_list()
isZero()
ensure_integer_array()
write_read_exp
get_dNdt_1d_geo()
get_dNdt_2d_geo()
get_dNdt_3d_geo()
get_dNdt_1d_uni()
get_dNdt_2d_uni()
get_dNdt_3d_uni()
lam()
lam_2d()
heaviside()
get_lam_3d()
calc_1d_agglomeration()
calc_1d_breakage()
calc_2d_agglomeration()
calc_2d_breakage()
get_dNdt_1d_geo_extruder()
get_dNdt_2d_geo_extruder()
calc_F_M_1D()
calc_F_M_1D_jit()
calc_F_M_2D()
calc_F_M_2D_jit()
calc_F_M_3D()
calc_beta()
beta_func()
breakage_func_1d()
breakage_func_1d_xk()
breakage_func_2d()
breakage_func_2d_x1k()
breakage_func_2d_x3k()
breakage_func_2d_x1kx3l()
breakage_func_2d_trunc()
breakage_func_2d_x1k_trunc()
breakage_func_2d_x3k_trunc()
gauss_legendre()
dblgauss_legendre()
calc_init_B_F_1D_quad()
calc_int_B_F_2D_GL()
calc_int_B_F_2D_GL_jit()
calc_int_B_F_2D_quad()
calc_B_R_1d()
calc_B_R_1d_jit()
calc_break_rate_1d()
calc_B_R_2d()
calc_B_R_2d_jit()
calc_B_R_2d_flat()
calc_B_R_2d_flat_jit()
calc_break_rate_2d()
calc_break_rate_2d_flat()
sign()
hyqmom2()
hyqmom3()
chyqmom4()
chyqmom9()
chyqmom27()
quadrature_1d()
quadrature_2d()
quadrature_3d()
compute_central_moments_2d()
compute_central_moments_1d()
comb()
factorial()
get_moment()
generalized_hyqmom()
calc_qmom_nodes_weights()
calc_qmom_recurrence()
recurrence_jacobi_nodes_weights()
calc_gqmom_nodes_weights()
calc_gqmom_recurrence_real()
calc_gqmom_recurrence_beta()
calc_gqmom_recurrence_realplus()
calc_zetas()
vander_rybicki()
conditional_mom_sys_solve()
calc_cqmom_2d()
filter_negative_nodes()
hyqmom_newton_correction()
get_dMdt_1d()
get_dMdt_2d()
print_highlighted()
interpolate_psd()
wrap_with_linear_extrapolation()
plot_N2D()
KDE_fit()
KDE_score()
load_cross_validation_results()
load_all_cv_results()
add_opt_params_mean()
plot_summary_two_charts()
plot_x_mean()
plot_x_50()
calc_x50()
re_calc_lognormal_results()
visualize_opt_distribution()
main()
load_excel_data()
extract_minutes()
interpolate_data()
generate_nonuniform_coords()
process_data_xQ()
save_average_xQ_data()
generate_nonuniform_grid()
interpolate_Qx()
fit_lognormal_cdf()
plot_xQ_profiles()
plot_Qx_time_G_profiles()
calc_n_for_G()
calc_n_for_G_new()
Q0_to_Q3()
process_origin_sheets_and_save()
save_to_excel()
recalc_qx_and_Qx()
plot_Q_comparison()
calc_n_for_E()
generate_psd_normal()
generate_psd_lognormal()
find_x_f()
full_psd()
calc_function()
transform_parameters()
transform_parameters_to_dict()
evaluate_model()
save_to_csv()
calc_diff()
visualize_sampler_iter()
visualize_diff_mean()
visualize_diff_kernel_mse()
visualize_correlation()
correlation_analysis()
calc_save_PSD_delta()
calc_ori_mse()
do_remove_small_results()
write_origin_data()
which_group()
read_results()
get_kernels_form_data_name()
calc_rel_mse()
compare_dicts()
get_search_range()
visualize_diff_mean_radar()
radar_chart()
visualize_diff_kernel_value_old()
visualize_diff_kernel_value()
visualize_PSD()
return_animation()
return_one_frame()
plot_init()
plot_data()
plot_1d_hist()
plot_2d_hist()
plot_export()
close()
PBEValidation
PBEValidation.init_all()
PBEValidation.init_pbe()
PBEValidation.init_mcpbe()
PBEValidation.init_pbm()
PBEValidation.init_mu()
PBEValidation.set_kernel_params()
PBEValidation.calculate_pbe()
PBEValidation.calculate_mc_pbe()
PBEValidation.calculate_pbm()
PBEValidation.calculate_as_pbe()
PBEValidation.calculate_case()
PBEValidation.init_plot()
PBEValidation.plot_all_moments()
PBEValidation.add_new_moments()
PBEValidation.plot_moment_t()
PBEValidation.add_moment_t()
PBEValidation.show_plot()
Created on Thu Dec 12 10:15:15 2024
@author: JI