*****************************
Sensitivity Analysis Examples
*****************************
..  
    Copyright (C) Dragan Nikolic
    DAE Tools is free software; you can redistribute it and/or modify it under the
    terms of the GNU General Public License version 3 as published by the Free Software
    Foundation. DAE Tools is distributed in the hope that it will be useful, but WITHOUT
    ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A
    PARTICULAR PURPOSE. See the GNU General Public License for more details.
    You should have received a copy of the GNU General Public License along with the
    DAE Tools software; if not, see <http://www.gnu.org/licenses/>.


=======================   =================================================================
:ref:`tutorial_sa_1`      |tsa_1|
:ref:`tutorial_sa_2`      |tsa_2|
:ref:`tutorial_sa_3`      |tsa_3|
=======================   =================================================================


.. |tsa_1| replace:: Calculation of the sensitivity of the results with respect to the model 
                     parameters using forward sensitivity analysis method.

.. |tsa_2| replace:: The local derivative-based sensitivity analysis method.

.. |tsa_3| replace:: The global screening (Morris) and variance-based sensitivity analysis 
                     methods (FAST, Sobol) available in the SALib python software.

.. begin-command

.. _tutorial_sa_1:

Sensitivity Analysis Example 1
==============================

.. automodule:: daetools.examples.tutorial_sa_1
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `tutorial_sa_1.xml <../examples/tutorial_sa_1.xml>`_
Runtime model report    `tutorial_sa_1-rt.xml <../examples/tutorial_sa_1-rt.xml>`_
Source code             `tutorial_sa_1.py <../examples/tutorial_sa_1.html>`_
=====================   =================================================================


.. _tutorial_sa_2:

Sensitivity Analysis Example 2
==============================

.. automodule:: daetools.examples.tutorial_sa_2
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `tutorial_sa_2.xml <../examples/tutorial_sa_2.xml>`_
Runtime model report    `tutorial_sa_2-rt.xml <../examples/tutorial_sa_2-rt.xml>`_
Source code             `tutorial_sa_2.py <../examples/tutorial_sa_2.html>`_
=====================   =================================================================


.. _tutorial_sa_3:

Sensitivity Analysis Example 3
==============================

.. automodule:: daetools.examples.tutorial_sa_3
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `tutorial_sa_3.xml <../examples/tutorial_sa_3.xml>`_
Runtime model report    `tutorial_sa_3-rt.xml <../examples/tutorial_sa_3-rt.xml>`_
Source code             `tutorial_sa_3.py <../examples/tutorial_sa_3.html>`_
=====================   =================================================================


.. end-command