mod_predict_single_structure
Lines: 84 |
Visibility: private
Provides the predict_single_structure subroutine.
This is a convenience interface to predict energy, forces, and stress for a
single structure, including feature evaluation, atomic property prediction,
and optional extrapolation checking, before delegating to
post_processing_wrapper_single_structure .
@author: Alexander Knoll and Moritz R. Schaefer
Dependencies
Uses
module~~mod_predict_single_structure~~UsesGraph
module~mod_predict_single_structure
mod_predict_single_structure
module~mod_abstract_charge_equilibration
mod_abstract_charge_equilibration
module~mod_predict_single_structure->module~mod_abstract_charge_equilibration
module~mod_abstract_electrostatics
mod_abstract_electrostatics
module~mod_predict_single_structure->module~mod_abstract_electrostatics
module~mod_abstract_property_model
mod_abstract_property_model
module~mod_predict_single_structure->module~mod_abstract_property_model
module~mod_calc_atomic_properties
mod_calc_atomic_properties
module~mod_predict_single_structure->module~mod_calc_atomic_properties
module~mod_ee4g_feature_calculator
mod_ee4g_feature_calculator
module~mod_predict_single_structure->module~mod_ee4g_feature_calculator
module~mod_extrapolation_warning
mod_extrapolation_warning
module~mod_predict_single_structure->module~mod_extrapolation_warning
module~mod_feature_calculator
mod_feature_calculator
module~mod_predict_single_structure->module~mod_feature_calculator
module~mod_feature_map_neighborlist
mod_feature_map_neighborlist
module~mod_predict_single_structure->module~mod_feature_map_neighborlist
module~mod_get_max_num_output_properties
mod_get_max_num_output_properties
module~mod_predict_single_structure->module~mod_get_max_num_output_properties
module~mod_global_feature_statistics
mod_global_feature_statistics
module~mod_predict_single_structure->module~mod_global_feature_statistics
module~mod_hirshfeld_vdw
mod_hirshfeld_vdw
module~mod_predict_single_structure->module~mod_hirshfeld_vdw
module~mod_mpi
mod_mpi
module~mod_predict_single_structure->module~mod_mpi
module~mod_post_processing_wrapper_single_structure
mod_post_processing_wrapper_single_structure
module~mod_predict_single_structure->module~mod_post_processing_wrapper_single_structure
module~mod_settings
mod_settings
module~mod_predict_single_structure->module~mod_settings
module~mod_structures
mod_structures
module~mod_predict_single_structure->module~mod_structures
module~mod_two_body
mod_two_body
module~mod_predict_single_structure->module~mod_two_body
module~mod_abstract_charge_equilibration->module~mod_abstract_electrostatics
module~mod_abstract_charge_equilibration->module~mod_structures
module~mod_periodic_table
mod_periodic_table
module~mod_abstract_charge_equilibration->module~mod_periodic_table
module~mod_precision
mod_precision
module~mod_abstract_charge_equilibration->module~mod_precision
module~mod_abstract_electrostatics->module~mod_structures
module~mod_abstract_electrostatics->module~mod_precision
module~mod_abstract_property_model->module~mod_settings
module~mod_array_helpers
mod_array_helpers
module~mod_abstract_property_model->module~mod_array_helpers
module~mod_initialize_array
mod_initialize_array
module~mod_abstract_property_model->module~mod_initialize_array
module~mod_io
mod_io
module~mod_abstract_property_model->module~mod_io
module~mod_abstract_property_model->module~mod_precision
module~mod_random
mod_random
module~mod_abstract_property_model->module~mod_random
module~mod_throw
mod_throw
module~mod_abstract_property_model->module~mod_throw
module~mod_calc_atomic_properties->module~mod_abstract_property_model
module~mod_calc_atomic_properties->module~mod_feature_calculator
module~mod_calc_atomic_properties->module~mod_feature_map_neighborlist
module~mod_calc_atomic_properties->module~mod_mpi
module~mod_forward_batched
mod_forward_batched
module~mod_calc_atomic_properties->module~mod_forward_batched
module~mod_calc_atomic_properties->module~mod_periodic_table
module~mod_calc_atomic_properties->module~mod_precision
module~mod_set_integer
mod_set_integer
module~mod_calc_atomic_properties->module~mod_set_integer
module~mod_calc_atomic_properties->module~mod_throw
module~mod_timer
mod_timer
module~mod_calc_atomic_properties->module~mod_timer
module~mod_ee4g_feature_calculator->module~mod_feature_map_neighborlist
module~mod_ee4g_feature_calculator->module~mod_settings
module~mod_ee4g_feature_calculator->module~mod_structures
module~mod_constants
mod_constants
module~mod_ee4g_feature_calculator->module~mod_constants
module~mod_global_feature_calculator
mod_global_feature_calculator
module~mod_ee4g_feature_calculator->module~mod_global_feature_calculator
module~mod_inputnn
mod_inputnn
module~mod_ee4g_feature_calculator->module~mod_inputnn
module~mod_ee4g_feature_calculator->module~mod_io
module~mod_outer_product
mod_outer_product
module~mod_ee4g_feature_calculator->module~mod_outer_product
module~mod_path
mod_path
module~mod_ee4g_feature_calculator->module~mod_path
module~mod_ee4g_feature_calculator->module~mod_periodic_table
module~mod_ee4g_feature_calculator->module~mod_precision
module~mod_sort
mod_sort
module~mod_ee4g_feature_calculator->module~mod_sort
module~mod_ee4g_feature_calculator->module~mod_throw
iso_c_binding
iso_c_binding
module~mod_extrapolation_warning->iso_c_binding
module~mod_abstract_warning
mod_abstract_warning
module~mod_extrapolation_warning->module~mod_abstract_warning
module~mod_extrapolation_warning->module~mod_periodic_table
module~mod_extrapolation_warning->module~mod_precision
module~mod_extrapolation_warning->module~mod_throw
module~mod_feature_calculator->module~mod_extrapolation_warning
module~mod_feature_calculator->module~mod_feature_map_neighborlist
module~mod_feature_calculator->module~mod_mpi
module~mod_feature_calculator->module~mod_settings
module~mod_feature_calculator->module~mod_structures
module~mod_angular_symmetry_function_3
mod_angular_symmetry_function_3
module~mod_feature_calculator->module~mod_angular_symmetry_function_3
module~mod_angular_symmetry_function_8
mod_angular_symmetry_function_8
module~mod_feature_calculator->module~mod_angular_symmetry_function_8
module~mod_angular_symmetry_function_9
mod_angular_symmetry_function_9
module~mod_feature_calculator->module~mod_angular_symmetry_function_9
module~mod_feature_calculator->module~mod_array_helpers
module~mod_atomic_descriptor
mod_atomic_descriptor
module~mod_feature_calculator->module~mod_atomic_descriptor
module~mod_cutoff_function
mod_cutoff_function
module~mod_feature_calculator->module~mod_cutoff_function
module~mod_data_container
mod_data_container
module~mod_feature_calculator->module~mod_data_container
module~mod_element
mod_element
module~mod_feature_calculator->module~mod_element
module~mod_feature_map
mod_feature_map
module~mod_feature_calculator->module~mod_feature_map
module~mod_feature_calculator->module~mod_io
module~mod_optional_args
mod_optional_args
module~mod_feature_calculator->module~mod_optional_args
module~mod_overlap_matrix
mod_overlap_matrix
module~mod_feature_calculator->module~mod_overlap_matrix
module~mod_feature_calculator->module~mod_path
module~mod_feature_calculator->module~mod_periodic_table
module~mod_feature_calculator->module~mod_precision
module~mod_radial_symmetry_function_1
mod_radial_symmetry_function_1
module~mod_feature_calculator->module~mod_radial_symmetry_function_1
module~mod_radial_symmetry_function_2
mod_radial_symmetry_function_2
module~mod_feature_calculator->module~mod_radial_symmetry_function_2
module~mod_feature_calculator->module~mod_set_integer
module~mod_feature_calculator->module~mod_throw
module~mod_feature_calculator->module~mod_timer
module~mod_feature_map_neighborlist->module~mod_mpi
module~mod_feature_map_neighborlist->module~mod_structures
module~mod_abstract_cutoff_function
mod_abstract_cutoff_function
module~mod_feature_map_neighborlist->module~mod_abstract_cutoff_function
module~mod_feature_map_neighborlist->module~mod_constants
module~mod_feature_map_neighborlist->module~mod_io
module~mod_neighborlist
mod_neighborlist
module~mod_feature_map_neighborlist->module~mod_neighborlist
module~mod_feature_map_neighborlist->module~mod_precision
module~mod_feature_map_neighborlist->module~mod_throw
module~mod_feature_map_neighborlist->module~mod_timer
module~mod_get_max_num_output_properties->module~mod_abstract_property_model
module~mod_get_max_num_output_properties->module~mod_mpi
module~mod_free
mod_free
module~mod_global_feature_statistics->module~mod_free
module~mod_global_feature_statistics->module~mod_io
module~mod_global_feature_statistics->module~mod_periodic_table
module~mod_global_feature_statistics->module~mod_precision
module~mod_statistics_container
mod_statistics_container
module~mod_global_feature_statistics->module~mod_statistics_container
module~mod_statisticsfile
mod_statisticsfile
module~mod_global_feature_statistics->module~mod_statisticsfile
module~mod_global_feature_statistics->module~mod_throw
module~mod_hirshfeld_vdw->module~mod_feature_map_neighborlist
module~mod_hirshfeld_vdw->module~mod_mpi
module~mod_hirshfeld_vdw->module~mod_io
module~mod_hirshfeld_vdw->module~mod_periodic_table
module~mod_hirshfeld_vdw->module~mod_precision
module~mod_hirshfeld_vdw->module~mod_throw
module~mod_mpi->module~mod_precision
mpi_f08
mpi_f08
module~mod_mpi->mpi_f08
module~mod_post_processing_wrapper_single_structure->module~mod_abstract_charge_equilibration
module~mod_post_processing_wrapper_single_structure->module~mod_abstract_electrostatics
module~mod_post_processing_wrapper_single_structure->module~mod_abstract_property_model
module~mod_post_processing_wrapper_single_structure->module~mod_calc_atomic_properties
module~mod_post_processing_wrapper_single_structure->module~mod_ee4g_feature_calculator
module~mod_post_processing_wrapper_single_structure->module~mod_feature_calculator
module~mod_post_processing_wrapper_single_structure->module~mod_feature_map_neighborlist
module~mod_post_processing_wrapper_single_structure->module~mod_global_feature_statistics
module~mod_post_processing_wrapper_single_structure->module~mod_hirshfeld_vdw
module~mod_post_processing_wrapper_single_structure->module~mod_mpi
module~mod_post_processing_wrapper_single_structure->module~mod_settings
module~mod_post_processing_wrapper_single_structure->module~mod_structures
module~mod_post_processing_wrapper_single_structure->module~mod_two_body
module~mod_dataset_storage
mod_dataset_storage
module~mod_post_processing_wrapper_single_structure->module~mod_dataset_storage
module~mod_evaluate_4g_single_structure
mod_evaluate_4g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_evaluate_4g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_free
module~mod_global_features_helper
mod_global_features_helper
module~mod_post_processing_wrapper_single_structure->module~mod_global_features_helper
module~mod_post_processing_wrapper_single_structure->module~mod_periodic_table
module~mod_post_processing_2g_single_structure
mod_post_processing_2g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_2g_single_structure
module~mod_post_processing_3g_single_structure
mod_post_processing_3g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_3g_single_structure
module~mod_post_processing_4g_single_structure
mod_post_processing_4g_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_4g_single_structure
module~mod_post_processing_vdw_hirshfeld_single_structure
mod_post_processing_vdw_hirshfeld_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_post_processing_vdw_hirshfeld_single_structure
module~mod_store_atomic_property_single_structure
mod_store_atomic_property_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_store_atomic_property_single_structure
module~mod_post_processing_wrapper_single_structure->module~mod_throw
module~mod_post_processing_wrapper_single_structure->module~mod_timer
module~mod_settings->module~mod_constants
module~mod_cpu_vendor
mod_cpu_vendor
module~mod_settings->module~mod_cpu_vendor
module~mod_settings->module~mod_io
module~mod_settings->module~mod_periodic_table
module~mod_settings->module~mod_precision
module~mod_settings->module~mod_throw
module~mod_structures->module~mod_mpi
module~mod_structures->module~mod_array_helpers
module~mod_structures->module~mod_constants
module~mod_linalg
mod_linalg
module~mod_structures->module~mod_linalg
module~mod_structures->module~mod_periodic_table
module~mod_structures->module~mod_precision
module~mod_structures_helper
mod_structures_helper
module~mod_structures->module~mod_structures_helper
module~mod_structures->module~mod_throw
module~mod_two_body->module~mod_feature_map_neighborlist
module~mod_two_body->module~mod_settings
module~mod_two_body->module~mod_structures
module~mod_two_body->module~mod_cutoff_function
module~mod_dataloader_file
mod_dataloader_file
module~mod_two_body->module~mod_dataloader_file
module~mod_two_body->module~mod_dataset_storage
module~mod_two_body->module~mod_io
module~mod_two_body->module~mod_periodic_table
module~mod_two_body->module~mod_precision
module~mod_two_body->module~mod_throw
module~mod_abstract_cutoff_function->module~mod_precision
module~mod_angular_symmetry_function_3->module~mod_feature_map_neighborlist
module~mod_angular_symmetry_function_3->module~mod_structures
module~mod_angular_symmetry_function_3->module~mod_constants
module~mod_angular_symmetry_function_3->module~mod_cutoff_function
module~mod_angular_symmetry_function_3->module~mod_feature_map
module~mod_angular_symmetry_function_3->module~mod_periodic_table
module~mod_angular_symmetry_function_3->module~mod_precision
module~mod_angular_symmetry_function_3->module~mod_throw
module~mod_abstract_angular_symmetry_function
mod_abstract_angular_symmetry_function
module~mod_angular_symmetry_function_3->module~mod_abstract_angular_symmetry_function
module~mod_abstract_symmetry_function
mod_abstract_symmetry_function
module~mod_angular_symmetry_function_3->module~mod_abstract_symmetry_function
module~mod_fastmath
mod_fastmath
module~mod_angular_symmetry_function_3->module~mod_fastmath
module~mod_hash
mod_hash
module~mod_angular_symmetry_function_3->module~mod_hash
module~mod_angular_symmetry_function_8->module~mod_feature_map_neighborlist
module~mod_angular_symmetry_function_8->module~mod_structures
module~mod_angular_symmetry_function_8->module~mod_constants
module~mod_angular_symmetry_function_8->module~mod_cutoff_function
module~mod_angular_symmetry_function_8->module~mod_feature_map
module~mod_angular_symmetry_function_8->module~mod_periodic_table
module~mod_angular_symmetry_function_8->module~mod_precision
module~mod_angular_symmetry_function_8->module~mod_throw
module~mod_angular_symmetry_function_8->module~mod_abstract_angular_symmetry_function
module~mod_angular_symmetry_function_8->module~mod_abstract_symmetry_function
module~mod_angular_symmetry_function_8->module~mod_hash
module~mod_angular_symmetry_function_9->module~mod_feature_map_neighborlist
module~mod_angular_symmetry_function_9->module~mod_structures
module~mod_angular_symmetry_function_9->module~mod_constants
module~mod_angular_symmetry_function_9->module~mod_cutoff_function
module~mod_angular_symmetry_function_9->module~mod_feature_map
module~mod_angular_symmetry_function_9->module~mod_periodic_table
module~mod_angular_symmetry_function_9->module~mod_precision
module~mod_angular_symmetry_function_9->module~mod_throw
module~mod_angular_symmetry_function_9->module~mod_abstract_angular_symmetry_function
module~mod_angular_symmetry_function_9->module~mod_abstract_symmetry_function
module~mod_angular_symmetry_function_9->module~mod_fastmath
module~mod_angular_symmetry_function_9->module~mod_hash
module~mod_array_helpers->module~mod_precision
module~mod_array_helpers->module~mod_throw
module~mod_atomic_descriptor->module~mod_structures
module~mod_atomic_descriptor->module~mod_element
module~mod_atomic_descriptor->module~mod_precision
module~mod_constants->iso_c_binding
module~mod_constants->module~mod_precision
module~mod_cpu_vendor->iso_c_binding
module~mod_cutoff_function->module~mod_abstract_cutoff_function
module~mod_cutoff_function->module~mod_io
module~mod_cutoff_function->module~mod_precision
module~mod_cutoff_function->module~mod_throw
module~mod_cutoff_function_cosine
mod_cutoff_function_cosine
module~mod_cutoff_function->module~mod_cutoff_function_cosine
module~mod_cutoff_function_hard
mod_cutoff_function_hard
module~mod_cutoff_function->module~mod_cutoff_function_hard
module~mod_cutoff_function_hypertangent
mod_cutoff_function_hypertangent
module~mod_cutoff_function->module~mod_cutoff_function_hypertangent
module~mod_cutoff_function_hypertangent_approx
mod_cutoff_function_hypertangent_approx
module~mod_cutoff_function->module~mod_cutoff_function_hypertangent_approx
module~mod_cutoff_function_null
mod_cutoff_function_null
module~mod_cutoff_function->module~mod_cutoff_function_null
module~mod_cutoff_function_polynomial
mod_cutoff_function_polynomial
module~mod_cutoff_function->module~mod_cutoff_function_polynomial
module~mod_cutoff_function_vdw
mod_cutoff_function_vdw
module~mod_cutoff_function->module~mod_cutoff_function_vdw
module~mod_data_container->module~mod_io
module~mod_data_container->module~mod_precision
module~mod_data_container->module~mod_throw
module~mod_dataloader_file->module~mod_feature_calculator
module~mod_dataloader_file->module~mod_feature_map_neighborlist
module~mod_dataloader_file->module~mod_mpi
module~mod_dataloader_file->module~mod_structures
module~mod_dataloader_file->module~mod_cutoff_function
module~mod_dataloader_file->module~mod_io
module~mod_dataloader_file->module~mod_optional_args
module~mod_dataloader_file->module~mod_periodic_table
module~mod_dataloader_file->module~mod_precision
module~mod_dataloader_file->module~mod_throw
module~mod_abstract_structure_data_file
mod_abstract_structure_data_file
module~mod_dataloader_file->module~mod_abstract_structure_data_file
module~mod_databatcher
mod_databatcher
module~mod_dataloader_file->module~mod_databatcher
module~mod_memory_estimation
mod_memory_estimation
module~mod_dataloader_file->module~mod_memory_estimation
module~mod_split_and_assign
mod_split_and_assign
module~mod_dataloader_file->module~mod_split_and_assign
module~mod_dataset_storage->module~mod_mpi
module~mod_dataset_storage->module~mod_sort
mod_property_list
mod_property_list
module~mod_dataset_storage->mod_property_list
module~mod_storage_container
mod_storage_container
module~mod_dataset_storage->module~mod_storage_container
module~mod_element->module~mod_mpi
module~mod_element->module~mod_angular_symmetry_function_3
module~mod_element->module~mod_angular_symmetry_function_9
module~mod_element->module~mod_constants
module~mod_element->module~mod_cutoff_function
module~mod_element->module~mod_feature_map
module~mod_element->module~mod_io
module~mod_element->module~mod_optional_args
module~mod_element->module~mod_periodic_table
module~mod_element->module~mod_precision
module~mod_element->module~mod_radial_symmetry_function_2
module~mod_element->module~mod_set_integer
module~mod_element->module~mod_throw
module~mod_arrays_init
mod_arrays_init
module~mod_element->module~mod_arrays_init
module~mod_decorations
mod_decorations
module~mod_element->module~mod_decorations
module~mod_dubious_feature_map_handler
mod_dubious_feature_map_handler
module~mod_element->module~mod_dubious_feature_map_handler
module~mod_element->module~mod_hash
module~mod_set_character
mod_set_character
module~mod_element->module~mod_set_character
module~mod_evaluate_4g_single_structure->module~mod_abstract_charge_equilibration
module~mod_evaluate_4g_single_structure->module~mod_ee4g_feature_calculator
module~mod_evaluate_4g_single_structure->module~mod_feature_calculator
module~mod_evaluate_4g_single_structure->module~mod_feature_map_neighborlist
module~mod_evaluate_4g_single_structure->module~mod_mpi
module~mod_evaluate_4g_single_structure->module~mod_structures
module~mod_evaluate_4g_single_structure->module~mod_optional_args
module~mod_evaluate_4g_single_structure->module~mod_periodic_table
module~mod_evaluate_4g_single_structure->module~mod_precision
module~mod_evaluate_4g_single_structure->module~mod_structures_helper
module~mod_evaluate_4g_single_structure->module~mod_throw
module~mod_evaluate_4g_single_structure->module~mod_timer
module~mod_chain_features
mod_chain_features
module~mod_evaluate_4g_single_structure->module~mod_chain_features
module~mod_feature_map->module~mod_feature_map_neighborlist
module~mod_feature_map->module~mod_structures
module~mod_feature_map->module~mod_cutoff_function
module~mod_feature_map->module~mod_io
module~mod_feature_map->module~mod_precision
module~mod_feature_map->module~mod_throw
module~mod_feature_map->module~mod_hash
module~mod_sanitize
mod_sanitize
module~mod_feature_map->module~mod_sanitize
module~mod_forward_batched->module~mod_abstract_property_model
module~mod_forward_batched->module~mod_mpi
module~mod_forward_batched->module~mod_periodic_table
module~mod_forward_batched->module~mod_precision
module~mod_forward_batched->module~mod_throw
module~mod_forward_batched->module~mod_databatcher
module~mod_free->module~mod_precision
module~mod_global_feature_calculator->module~mod_global_feature_statistics
module~mod_global_feature_calculator->module~mod_structures
module~mod_global_feature_calculator->module~mod_data_container
module~mod_global_feature_calculator->module~mod_free
module~mod_global_feature_calculator->module~mod_io
module~mod_global_feature_calculator->module~mod_optional_args
module~mod_global_feature_calculator->module~mod_periodic_table
module~mod_global_feature_calculator->module~mod_precision
module~mod_global_feature_calculator->module~mod_statistics_container
module~mod_global_feature_calculator->module~mod_throw
module~mod_global_atomic_descriptor
mod_global_atomic_descriptor
module~mod_global_feature_calculator->module~mod_global_atomic_descriptor
module~mod_training_charge_equilibration
mod_training_charge_equilibration
module~mod_global_feature_calculator->module~mod_training_charge_equilibration
module~mod_global_features_helper->module~mod_extrapolation_warning
module~mod_global_features_helper->module~mod_feature_calculator
module~mod_global_features_helper->module~mod_global_feature_statistics
module~mod_global_features_helper->module~mod_structures
module~mod_global_features_helper->module~mod_global_feature_calculator
module~mod_global_features_helper->module~mod_precision
module~mod_initialize_array->module~mod_mpi
module~mod_initialize_array->module~mod_io
module~mod_initialize_array->module~mod_precision
module~mod_initialize_array->module~mod_random
module~mod_initialize_array->module~mod_throw
module~mod_parameter_file
mod_parameter_file
module~mod_initialize_array->module~mod_parameter_file
module~mod_inputnn->module~mod_mpi
module~mod_inputnn->module~mod_io
module~mod_inputnn->module~mod_throw
module~mod_abstract_broadcast_file
mod_abstract_broadcast_file
module~mod_inputnn->module~mod_abstract_broadcast_file
module~mod_io->module~mod_optional_args
module~mod_io->module~mod_precision
iso_fortran_env
iso_fortran_env
module~mod_io->iso_fortran_env
module~mod_linalg->module~mod_settings
module~mod_linalg->module~mod_precision
module~mod_linalg->module~mod_throw
module~cublas_wrapper
cublas_wrapper
module~mod_linalg->module~cublas_wrapper
module~mod_neighborlist->module~mod_mpi
module~mod_neighborlist->module~mod_settings
module~mod_neighborlist->module~mod_structures
module~mod_neighborlist->module~mod_io
module~mod_neighborlist->module~mod_precision
module~mod_neighborlist->module~mod_throw
module~mod_dynamic_double_array
mod_dynamic_double_array
module~mod_neighborlist->module~mod_dynamic_double_array
module~mod_dynamic_int_array
mod_dynamic_int_array
module~mod_neighborlist->module~mod_dynamic_int_array
module~mod_neighbor_grid
mod_neighbor_grid
module~mod_neighborlist->module~mod_neighbor_grid
module~mod_neighborlist_helper
mod_neighborlist_helper
module~mod_neighborlist->module~mod_neighborlist_helper
module~mod_outer_product->module~mod_linalg
module~mod_outer_product->module~mod_precision
module~mod_overlap_matrix->module~mod_feature_map_neighborlist
module~mod_overlap_matrix->module~mod_structures
module~mod_overlap_matrix->module~mod_cutoff_function
module~mod_overlap_matrix->module~mod_feature_map
module~mod_overlap_matrix->module~mod_precision
module~mod_path->module~mod_io
module~mod_periodic_table->module~mod_array_helpers
module~mod_periodic_table->module~mod_constants
module~mod_periodic_table->module~mod_io
module~mod_periodic_table->module~mod_precision
module~mod_periodic_table->module~mod_throw
module~mod_post_processing_2g_single_structure->module~mod_feature_calculator
module~mod_post_processing_2g_single_structure->module~mod_feature_map_neighborlist
module~mod_post_processing_2g_single_structure->module~mod_mpi
module~mod_post_processing_2g_single_structure->module~mod_structures
module~mod_post_processing_2g_single_structure->module~mod_periodic_table
module~mod_post_processing_2g_single_structure->module~mod_precision
module~mod_post_processing_2g_single_structure->module~mod_timer
module~mod_post_processing_2g_single_structure->module~mod_chain_features
module~mod_post_processing_3g_single_structure->module~mod_abstract_electrostatics
module~mod_post_processing_3g_single_structure->module~mod_feature_calculator
module~mod_post_processing_3g_single_structure->module~mod_feature_map_neighborlist
module~mod_post_processing_3g_single_structure->module~mod_mpi
module~mod_post_processing_3g_single_structure->module~mod_structures
module~mod_post_processing_3g_single_structure->module~mod_precision
module~mod_calc_screening
mod_calc_screening
module~mod_post_processing_3g_single_structure->module~mod_calc_screening
module~mod_evaluate_electrostatics_3g_single_structure
mod_evaluate_electrostatics_3g_single_structure
module~mod_post_processing_3g_single_structure->module~mod_evaluate_electrostatics_3g_single_structure
module~mod_post_processing_4g_single_structure->module~mod_abstract_charge_equilibration
module~mod_post_processing_4g_single_structure->module~mod_ee4g_feature_calculator
module~mod_post_processing_4g_single_structure->module~mod_feature_calculator
module~mod_post_processing_4g_single_structure->module~mod_feature_map_neighborlist
module~mod_post_processing_4g_single_structure->module~mod_mpi
module~mod_post_processing_4g_single_structure->module~mod_structures
module~mod_post_processing_4g_single_structure->module~mod_evaluate_4g_single_structure
module~mod_post_processing_4g_single_structure->module~mod_optional_args
module~mod_post_processing_4g_single_structure->module~mod_precision
module~mod_post_processing_4g_single_structure->module~mod_throw
module~mod_post_processing_4g_single_structure->module~mod_calc_screening
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_feature_calculator
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_feature_map_neighborlist
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_hirshfeld_vdw
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_mpi
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_precision
module~mod_post_processing_vdw_hirshfeld_single_structure->module~mod_chain_features
module~mod_precision->iso_c_binding
module~mod_precision->iso_fortran_env
module~mod_radial_symmetry_function_1->module~mod_feature_map_neighborlist
module~mod_radial_symmetry_function_1->module~mod_structures
module~mod_radial_symmetry_function_1->module~mod_cutoff_function
module~mod_radial_symmetry_function_1->module~mod_feature_map
module~mod_radial_symmetry_function_1->module~mod_io
module~mod_radial_symmetry_function_1->module~mod_periodic_table
module~mod_radial_symmetry_function_1->module~mod_precision
module~mod_radial_symmetry_function_1->module~mod_throw
module~mod_abstract_radial_symmetry_function
mod_abstract_radial_symmetry_function
module~mod_radial_symmetry_function_1->module~mod_abstract_radial_symmetry_function
module~mod_radial_symmetry_function_1->module~mod_hash
module~mod_radial_symmetry_function_2->module~mod_feature_map_neighborlist
module~mod_radial_symmetry_function_2->module~mod_structures
module~mod_radial_symmetry_function_2->module~mod_cutoff_function
module~mod_radial_symmetry_function_2->module~mod_feature_map
module~mod_radial_symmetry_function_2->module~mod_periodic_table
module~mod_radial_symmetry_function_2->module~mod_precision
module~mod_radial_symmetry_function_2->module~mod_throw
module~mod_radial_symmetry_function_2->module~mod_abstract_radial_symmetry_function
module~mod_radial_symmetry_function_2->module~mod_abstract_symmetry_function
module~mod_radial_symmetry_function_2->module~mod_hash
module~mod_random->module~mod_constants
module~mod_random->module~mod_precision
module~mod_set_integer->module~mod_throw
module~mod_sort->module~mod_precision
module~mod_statistics_container->module~mod_mpi
module~mod_statistics_container->module~mod_constants
module~mod_statistics_container->module~mod_io
module~mod_statistics_container->module~mod_periodic_table
module~mod_statistics_container->module~mod_precision
module~mod_statistics_container->module~mod_throw
module~mod_table
mod_table
module~mod_statistics_container->module~mod_table
module~mod_statisticsfile->module~mod_mpi
module~mod_statisticsfile->module~mod_statistics_container
module~mod_statisticsfile->module~mod_abstract_broadcast_file
module~mod_store_atomic_property_single_structure->module~mod_settings
module~mod_store_atomic_property_single_structure->module~mod_structures
module~mod_store_atomic_property_single_structure->module~mod_dataset_storage
module~mod_store_atomic_property_single_structure->module~mod_precision
module~mod_structures_helper->module~mod_linalg
module~mod_structures_helper->module~mod_precision
module~mod_throw->module~mod_mpi
module~mod_throw->iso_c_binding
module~mod_throw->module~mod_io
module~mod_throw->module~mod_precision
module~mod_throw->module~mod_sort
module~mod_throw->iso_fortran_env
module~mod_timer->module~mod_io
module~mod_timer->module~mod_optional_args
module~mod_timer->module~mod_precision
module~mod_timer->module~mod_throw
ieee_arithmetic
ieee_arithmetic
module~mod_timer->ieee_arithmetic
module~cublas_wrapper->module~mod_settings
module~cublas_wrapper->iso_c_binding
module~mod_abstract_angular_symmetry_function->module~mod_feature_map_neighborlist
module~mod_abstract_angular_symmetry_function->module~mod_structures
module~mod_abstract_angular_symmetry_function->module~mod_periodic_table
module~mod_abstract_angular_symmetry_function->module~mod_precision
module~mod_abstract_angular_symmetry_function->module~mod_abstract_symmetry_function
module~mod_abstract_broadcast_file->module~mod_mpi
module~mod_abstract_broadcast_file->module~mod_io
module~mod_abstract_broadcast_file->module~mod_throw
module~mod_abstract_broadcast_file->module~mod_sanitize
module~mod_genericfile
mod_genericfile
module~mod_abstract_broadcast_file->module~mod_genericfile
module~mod_abstract_radial_symmetry_function->module~mod_feature_map_neighborlist
module~mod_abstract_radial_symmetry_function->module~mod_structures
module~mod_abstract_radial_symmetry_function->module~mod_precision
module~mod_abstract_radial_symmetry_function->module~mod_abstract_symmetry_function
module~mod_abstract_structure_data_file->module~mod_mpi
module~mod_abstract_structure_data_file->module~mod_structures
module~mod_abstract_structure_data_file->module~mod_dataset_storage
module~mod_abstract_structure_data_file->module~mod_periodic_table
module~mod_abstract_structure_data_file->module~mod_genericfile
module~mod_abstract_symmetry_function->module~mod_feature_map_neighborlist
module~mod_abstract_symmetry_function->module~mod_structures
module~mod_abstract_symmetry_function->module~mod_feature_map
module~mod_abstract_symmetry_function->module~mod_io
module~mod_abstract_symmetry_function->module~mod_precision
module~mod_abstract_symmetry_function->module~mod_throw
module~mod_electric_field_prefactor
mod_electric_field_prefactor
module~mod_abstract_symmetry_function->module~mod_electric_field_prefactor
module~mod_spin_prefactor
mod_spin_prefactor
module~mod_abstract_symmetry_function->module~mod_spin_prefactor
module~mod_arrays_init->module~mod_precision
module~mod_calc_screening->module~mod_feature_map_neighborlist
module~mod_calc_screening->module~mod_structures
module~mod_calc_screening->module~mod_constants
module~mod_calc_screening->module~mod_precision
module~mod_chain_features->module~mod_feature_calculator
module~mod_chain_features->module~mod_feature_map_neighborlist
module~mod_chain_features->module~mod_precision
module~mod_cutoff_function_cosine->module~mod_abstract_cutoff_function
module~mod_cutoff_function_cosine->module~mod_constants
module~mod_cutoff_function_cosine->module~mod_precision
module~mod_cutoff_function_hard->module~mod_abstract_cutoff_function
module~mod_cutoff_function_hard->module~mod_precision
module~mod_cutoff_function_hypertangent->module~mod_abstract_cutoff_function
module~mod_cutoff_function_hypertangent->module~mod_precision
module~mod_cutoff_function_hypertangent_approx->module~mod_abstract_cutoff_function
module~mod_cutoff_function_hypertangent_approx->module~mod_precision
module~mod_cutoff_function_null->module~mod_abstract_cutoff_function
module~mod_cutoff_function_null->module~mod_precision
module~mod_cutoff_function_null->module~mod_throw
module~mod_cutoff_function_polynomial->module~mod_abstract_cutoff_function
module~mod_cutoff_function_polynomial->module~mod_precision
module~mod_cutoff_function_polynomial->module~mod_fastmath
module~mod_cutoff_function_vdw->module~mod_abstract_cutoff_function
module~mod_cutoff_function_vdw->module~mod_precision
module~mod_databatcher->module~mod_mpi
module~mod_databatcher->module~mod_array_helpers
module~mod_databatcher->module~mod_precision
module~mod_databatcher->module~mod_random
module~mod_databatcher->module~mod_throw
module~mod_decorations->module~mod_io
module~mod_decorations->module~mod_precision
module~mod_decorations->module~mod_throw
module~mod_dubious_feature_map_handler->module~mod_io
module~mod_dubious_feature_map_handler->module~mod_precision
module~mod_dubious_feature_map_handler->module~mod_throw
module~mod_dubious_feature_map_handler->module~mod_decorations
module~mod_dubious_feature_map_handler->module~mod_dynamic_double_array
module~mod_dubious_feature_map_handler->module~mod_dynamic_int_array
module~mod_dynamic_line_array
mod_dynamic_line_array
module~mod_dubious_feature_map_handler->module~mod_dynamic_line_array
module~mod_dynamic_double_array->module~mod_precision
module~mod_dynamic_double_array->module~mod_throw
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_abstract_electrostatics
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_feature_calculator
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_feature_map_neighborlist
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_mpi
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_precision
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_throw
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_timer
module~mod_evaluate_electrostatics_3g_single_structure->module~mod_chain_features
module~mod_fastmath->module~mod_precision
module~mod_global_atomic_descriptor->module~mod_optional_args
module~mod_global_atomic_descriptor->module~mod_precision
module~mod_hash->module~mod_io
module~mod_hash->module~mod_periodic_table
module~mod_hash->module~mod_precision
module~mod_memory_estimation->module~mod_feature_calculator
module~mod_memory_estimation->module~mod_feature_map_neighborlist
module~mod_memory_estimation->module~mod_mpi
module~mod_memory_estimation->module~mod_settings
module~mod_memory_estimation->module~mod_structures
module~mod_memory_estimation->module~mod_io
module~mod_memory_estimation->module~mod_periodic_table
module~mod_memory_estimation->module~mod_precision
module~mod_memory_estimation->module~mod_throw
module~mod_memory_estimation->module~mod_table
module~mod_neighbor_grid->module~mod_mpi
module~mod_neighbor_grid->module~mod_precision
module~mod_neighbor_grid->module~mod_structures_helper
module~mod_neighbor_grid->module~mod_dynamic_int_array
module~mod_neighbor_grid->module~mod_neighborlist_helper
module~mod_neighborlist_helper->module~mod_mpi
module~mod_neighborlist_helper->module~mod_linalg
module~mod_neighborlist_helper->module~mod_precision
module~mod_parameter_file->module~mod_io
module~mod_parameter_file->module~mod_precision
module~mod_parameter_file->module~mod_throw
module~mod_parameter_file->module~mod_abstract_broadcast_file
module~mod_nan_check
mod_nan_check
module~mod_parameter_file->module~mod_nan_check
module~mod_sanitize->module~mod_throw
module~mod_set_character->module~mod_throw
module~mod_split_and_assign->module~mod_mpi
module~mod_split_and_assign->module~mod_precision
module~mod_split_and_assign->module~mod_throw
module~mod_storage_container->module~mod_mpi
module~mod_storage_container->module~mod_io
module~mod_storage_container->module~mod_sort
module~mod_storage_container->mod_property_list
module~mod_storage_container->module~mod_dynamic_int_array
module~mod_abstract_property_list
mod_abstract_property_list
module~mod_storage_container->module~mod_abstract_property_list
module~mod_string
mod_string
module~mod_storage_container->module~mod_string
module~mod_table->module~mod_io
module~mod_table->module~mod_precision
module~mod_table->module~mod_throw
module~mod_table->module~mod_decorations
module~mod_training_charge_equilibration->module~mod_abstract_electrostatics
module~mod_training_charge_equilibration->module~mod_structures
module~mod_training_charge_equilibration->module~mod_data_container
module~mod_training_charge_equilibration->module~mod_linalg
module~mod_training_charge_equilibration->module~mod_optional_args
module~mod_training_charge_equilibration->module~mod_precision
module~mod_cross_matrix
mod_cross_matrix
module~mod_training_charge_equilibration->module~mod_cross_matrix
module~mod_ewald_summation
mod_ewald_summation
module~mod_training_charge_equilibration->module~mod_ewald_summation
module~mod_pair_electrostatics
mod_pair_electrostatics
module~mod_training_charge_equilibration->module~mod_pair_electrostatics
module~mod_abstract_property_list->module~mod_mpi
module~mod_abstract_property_list->module~mod_optional_args
module~mod_abstract_property_list->module~mod_throw
module~mod_abstract_property_list->module~mod_dynamic_int_array
module~mod_abstract_property_list->module~mod_string
module~mod_dynamic_int_array_2d
mod_dynamic_int_array_2d
module~mod_abstract_property_list->module~mod_dynamic_int_array_2d
module~mod_dynamic_string_array
mod_dynamic_string_array
module~mod_abstract_property_list->module~mod_dynamic_string_array
module~mod_cross_matrix->module~mod_linalg
module~mod_cross_matrix->module~mod_precision
module~mod_electric_field_prefactor->module~mod_feature_map_neighborlist
module~mod_electric_field_prefactor->module~mod_settings
module~mod_electric_field_prefactor->module~mod_precision
module~mod_ewald_summation->module~mod_abstract_electrostatics
module~mod_ewald_summation->module~mod_constants
module~mod_ewald_summation->module~mod_linalg
module~mod_ewald_summation->module~mod_outer_product
module~mod_ewald_summation->module~mod_precision
module~mod_ewald_summation->module~mod_neighbor_grid
module~mod_ewald_summation->module~mod_neighborlist_helper
module~mod_ewald_summation->module~mod_pair_electrostatics
module~mod_genericfile->module~mod_mpi
module~mod_genericfile->module~mod_io
module~mod_genericfile->module~mod_throw
module~mod_nan_check->module~mod_io
module~mod_nan_check->module~mod_precision
module~mod_nan_check->module~mod_throw
module~mod_nan_check->ieee_arithmetic
module~mod_pair_electrostatics->module~mod_abstract_electrostatics
module~mod_pair_electrostatics->module~mod_constants
module~mod_pair_electrostatics->module~mod_precision
module~mod_pair_electrostatics->module~mod_throw
module~mod_spin_prefactor->module~mod_feature_map_neighborlist
module~mod_spin_prefactor->module~mod_precision
module~mod_string->module~mod_precision
module~mod_dynamic_int_array_2d->module~mod_mpi
module~mod_dynamic_string_array->module~mod_string
Nodes of different colours represent the following:
Graph Key
Module
Module
Submodule
Submodule
Subroutine
Subroutine
Function
Function
Program
Program
This Page's Entity
This Page's Entity
Solid arrows point from a submodule to the (sub)module which it is
descended from. Dashed arrows point from a module or program unit to
modules which it uses.
Where possible, edges connecting nodes are
given different colours to make them easier to distinguish in
large graphs.
Used By
module~~mod_predict_single_structure~~UsedByGraph
module~mod_predict_single_structure
mod_predict_single_structure
module~mod_generic_interface
mod_generic_interface
module~mod_generic_interface->module~mod_predict_single_structure
module~mod_feature_calc_interface
mod_feature_calc_interface
module~mod_feature_calc_interface->module~mod_generic_interface
Nodes of different colours represent the following:
Graph Key
Module
Module
Submodule
Submodule
Subroutine
Subroutine
Function
Function
Program
Program
This Page's Entity
This Page's Entity
Solid arrows point from a submodule to the (sub)module which it is
descended from. Dashed arrows point from a module or program unit to
modules which it uses.
Where possible, edges connecting nodes are
given different colours to make them easier to distinguish in
large graphs.
Procedures Summary
Name
Type
Description
predict_single_structure
Subroutine
Predict all requested contributions (short-range NNP, electrostatics, Hirshfeld-vdW, two-body)...
Procedure Details
subroutine predict_single_structure
subroutine predict_single_structure ( & struct, & neighbor_lists, & predict_short_range, & predict_electrostatics, & predict_vdw, & predict_two_body, & calculate_forces, & calculate_stress, & lcheck_extrap, & global_ft_extrap_threshold, & ew_type, & models, & feature_calculators, & vdw_calc, & two_body_calc, & elec_calc, & qeq_solver, & qeq_feat_stats, & ee4g_calc, & total_energy, & forces, & stress, & ldo_force_trick, & ldo_short_range_force_trick &)
Predict all requested contributions (short-range NNP, electrostatics,
Hirshfeld-vdW, two-body) for a single structure.
This routine is a high-level convenience wrapper which:
Evaluates all required features for the local atoms using the
provided FeatureCalculator instances.
Optionally checks for extrapolation with respect to the training
feature distributions, and reports warnings via ew_handler .
Uses calc_atomic_properties to obtain the raw atomic properties
(network outputs) and, if requested, their feature derivatives.
Delegates the actual energy/force/stress assembly to
post_processing_wrapper_single_structure with lresults = .false.,
so only total_energy, forces, and stress are returned to
the caller (no DatasetStorage interaction).
In other words, this routine performs the full prediction pipeline
(features → atomic properties → post-processing) for a single structure.
For details of how individual contributions are combined, see
post_processing_wrapper_single_structure .
TODO: Here we reset the feature calculator completely.
During an MD we should call free_atomic_list() instead.
Arguments
struct :
type (Structure ) [in]– Structure to be evaluated. This is passed unchanged to
post_processing_wrapper_single_structure .
neighbor_lists :
type (FeatureMapNeighborList ) (dim: (:)) [in]– Neighbor lists for this structure, forwarded to
post_processing_wrapper_single_structure and
to the feature calculators.
predict_short_range :
logical [in]– If true, include short-range NNP contributions. Forwarded to
post_processing_wrapper_single_structure .
predict_electrostatics :
logical [in]– If true, include electrostatic contributions (3G/4G). Forwarded to
post_processing_wrapper_single_structure .
predict_vdw :
logical [in]– If true, include Hirshfeld-based van der Waals contributions.
Forwarded to post_processing_wrapper_single_structure .
predict_two_body :
logical [in]– If true, include an additional two-body potential.
Forwarded to post_processing_wrapper_single_structure .
calculate_forces :
logical [in]– Request calculation of forces. Also controls whether feature
derivatives are evaluated and passed on. Forwarded to
post_processing_wrapper_single_structure .
calculate_stress :
logical [in]– Request calculation of stress (strain derivatives). Forwarded to
post_processing_wrapper_single_structure .
:
logical [in]– If `.true.`, enable extrapolation checking and reporting via the
ew_handler .
:
real (DP) [in]– Required if `lcheck_extrap` is `.true.`.
Threshold for global feature extrapolations at which an extrapolation
warning is issued. Forwarded to post_processing_wrapper_single_structure .
ew_type :
integer [in]– Optional verbosity/type selector for extrapolation warnings, passed
to report_extrapolation_warnings if `lcheck_extrap` is true.
models :
type (ModelPtr ) (dim: (:,:)) [inout]– All models to be evaluated for this prediction. Used here to
determine:
- The maximum number of output properties via
get_max_num_output_properties .
- The list of independent models via
get_indices_of_independent_models .
Forwarded as `models` to
post_processing_wrapper_single_structure .
feature_calculators :
type (FeatureCalculator ) (dim: (:)) [inout]– Feature calculators used to:
- Compute features (and optionally derivatives) for the local atoms.
- Check for extrapolation if `lcheck_extrap` is true.
Also forwarded to
post_processing_wrapper_single_structure .
vdw_calc :
class (HirshfeldVdwCalculator ) [inout]– Optional Hirshfeld-vdW calculator. Forwarded directly to
post_processing_wrapper_single_structure .
two_body_calc :
class (TwoBodyCalculator ) [inout]– Optional two-body calculator. Forwarded directly to
post_processing_wrapper_single_structure .
elec_calc :
class (AbstractElectrostaticsCalculator ) [inout]– Optional electrostatics calculator for 3G/4G. Forwarded to
post_processing_wrapper_single_structure .
qeq_solver :
class (AbstractChargeEquilibrator ) [inout]– Optional charge equilibration solver (required for 4G electrostatics).
Forwarded to post_processing_wrapper_single_structure .
qeq_feat_stats :
type (GlobalFeatureStatistics ) (dim: (:)) [in]– Required if `predict_short_range` is `.true.` for NNP generation 4.
A list of QEq feature statistics container for each committee member.
For details, see post_processing_wrapper_single_structure .
ee4g_calc :
type (EE4GFeatureCalculator ) (dim: (global_settings%num_committee_members)) [in]– Optional EE4G feature calculators, one per committee member, for 4G
models with environment-dependent charge features. Forwarded to
post_processing_wrapper_single_structure .
total_energy :
real (DP) (dim: (global_settings%num_committee_members)) [out]– Predicted total energy per committee member for this structure.
Filled by post_processing_wrapper_single_structure
with `lresults = .false.`.
forces :
real (DP) (dim: (3,struct%num_atoms,global_settings%num_committee_members)) [out]– Predicted forces per atom and committee member. Returned only if
`calculate_forces` is true, via
post_processing_wrapper_single_structure .
stress :
real (DP) (dim: (3,3,global_settings%num_committee_members)) [out]– Predicted stress tensor per committee member. Returned only if
`calculate_stress` is true and the structure is periodic, via
post_processing_wrapper_single_structure .
ldo_force_trick :
logical [in]– Optional advanced flag forwarded to
post_processing_wrapper_single_structure .
ldo_short_range_force_trick :
logical [in]– Optional advanced flag forwarded to
post_processing_wrapper_single_structure .
Called By
proc~~predict_single_structure~~CalledByGraph
proc~predict_single_structure
mod_predict_single_structure::predict_single_structure
proc~predict_structure_interface
mod_generic_interface::predict_structure_interface
proc~predict_structure_interface->proc~predict_single_structure
Nodes of different colours represent the following:
Graph Key
Subroutine
Subroutine
Function
Function
Interface
Interface
Type Bound Procedure
Type Bound Procedure
Unknown Procedure Type
Unknown Procedure Type
Program
Program
This Page's Entity
This Page's Entity
Solid arrows point from a procedure to one which it calls. Dashed
arrows point from an interface to procedures which implement that interface.
This could include the module procedures in a generic interface or the
implementation in a submodule of an interface in a parent module.
Where possible, edges connecting nodes are
given different colours to make them easier to distinguish in
large graphs.