paroto.validation.plot_breakdown_validation
===========================================

.. py:module:: paroto.validation.plot_breakdown_validation

.. autoapi-nested-parse::

   Plotting functions for breakdown voltage model validation.



Functions
---------

.. autoapisummary::

   paroto.validation.plot_breakdown_validation.plot_paschen_curve
   paroto.validation.plot_breakdown_validation.plot_temperature_dependence
   paroto.validation.plot_breakdown_validation.plot_spark_breakdown_transition
   paroto.validation.plot_breakdown_validation.plot_model_comparison_matrix


Module Contents
---------------

.. py:function:: plot_paschen_curve(pd_values, models_data, experimental_data, output_file='paschen_curve.png')

   Plot Paschen curve comparison: models vs experimental data.

   .. warning::
      Function is AI generated, not ready for production.

   :param pd_values: Pressure-distance product in Torr·cm
   :type pd_values: :py:class:`ndarray`
   :param models_data: Dictionary with model names as keys and voltage arrays as values
   :type models_data: :py:class:`dict`
   :param experimental_data: (pd_exp, V_exp, E_exp) from experimental data
   :type experimental_data: :py:class:`tuple`
   :param output_file: Output filename for the plot
   :type output_file: :py:class:`str`


.. py:function:: plot_temperature_dependence(temperatures, models_temp_data, theoretical_data, output_file='temperature_effect.png')

   Plot temperature dependence of breakdown voltage.

   .. warning::
      Function is AI generated, not ready for production.

   :param temperatures: Temperature values in K
   :type temperatures: :py:class:`ndarray`
   :param models_temp_data: Model names to normalized voltage arrays
   :type models_temp_data: :py:class:`dict`
   :param theoretical_data: Theoretical temperature correction: sqrt(T_ref/T)
   :type theoretical_data: :py:class:`ndarray`
   :param output_file: Output filename
   :type output_file: :py:class:`str`


.. py:function:: plot_spark_breakdown_transition(pulses_per_mol, spark_field_exp, spark_field_error_exp, dc_spark_field, model_predictions, output_file='spark_breakdown_transition.png')

   Plot spark breakdown field vs pulses per molecule (G-S transition).

   .. warning::
      Function is AI generated, not ready for production.

   :param pulses_per_mol: Number of pulses per molecule (fD/v)
   :type pulses_per_mol: :py:class:`ndarray`
   :param spark_field_exp: Experimental spark breakdown field in kV/cm
   :type spark_field_exp: :py:class:`ndarray`
   :param spark_field_error_exp: Error bars on experimental data in kV/cm
   :type spark_field_error_exp: :py:class:`ndarray`
   :param dc_spark_field: DC spark breakdown field in kV/cm
   :type dc_spark_field: :py:class:`float`
   :param model_predictions: Model names to predicted field arrays
   :type model_predictions: :py:class:`dict`
   :param output_file: Output filename
   :type output_file: :py:class:`str`


.. py:function:: plot_model_comparison_matrix(comparison_data, output_file='model_comparison.png')

   Plot model comparison matrix showing all model predictions.

   .. warning::
      Function is AI generated, not ready for production.

   :param comparison_data: Dictionary with model metadata and predictions
   :type comparison_data: :py:class:`dict`
   :param output_file: Output filename
   :type output_file: :py:class:`str`