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x8<`r}5dK7$XNoB(m2S^Z{EsZno<8gT37!o%P)$hIG8_V4FXdI`N@a`!{x8ntdZPdU literal 0 HcmV?d00001 diff --git a/doc/en/methodology.rst b/doc/en/methodology.rst index c663555..59dc39a 100644 --- a/doc/en/methodology.rst +++ b/doc/en/methodology.rst @@ -37,7 +37,7 @@ Logical procedure for a study ----------------------------- For a generic Data Assimilation or Optimization study, the main methodological -steps can be the following: +steps may be as follows, each of which is detailed in the following section: - :ref:`section_m_step1` - :ref:`section_m_step2` @@ -47,7 +47,16 @@ steps can be the following: - :ref:`section_m_step6` - :ref:`section_m_step7` -Each step will be detailed in the next sections. +To illustrate these methodological steps from the perspective of a study +applied to an industrial system or problem, the following diagram depicts these +methodological steps in relation to the typical steps in a study: + + .. _meth_steps_in_study: + .. image:: images/meth_steps_in_study.png + :align: center + :width: 75% + .. centered:: + **The methodological steps required during a study approach applied to an industrial system or problem** Detailed procedure for a study ------------------------------ diff --git a/doc/en/theory.rst b/doc/en/theory.rst index 368312c..d6b6f5c 100644 --- a/doc/en/theory.rst +++ b/doc/en/theory.rst @@ -259,14 +259,25 @@ account computer requirements such as calculation size and time. Going further in the data assimilation framework ------------------------------------------------ -.. index:: single: state estimation -.. index:: single: parameter estimation -.. index:: single: inverse problems +.. index:: single: adjustment +.. index:: single: artificial intelligence .. index:: single: Bayesian estimation -.. index:: single: optimal interpolation +.. index:: single: calibration +.. index:: single: data smoothing +.. index:: single: data-driven +.. index:: single: field interpolation +.. index:: single: inverse problems +.. index:: single: inversion +.. index:: single: machine learning .. index:: single: mathematical regularization +.. index:: single: meta-heuristics +.. index:: single: model reduction +.. index:: single: optimal interpolation +.. index:: single: parameter estimation +.. index:: single: quadratic optimization .. index:: single: regularization methods -.. index:: single: data smoothing +.. index:: single: state estimation +.. index:: single: variational optimization To get more information about the data assimilation techniques, the reader can consult introductory documents like [Talagrand97]_ or [Argaud09]_, on-line @@ -285,6 +296,16 @@ Some aspects of data assimilation are also known as *state estimation*, interpolation*, *mathematical regularization*, *data smoothing*, etc. These terms can be used in bibliographical searches. +Some aspects of data assimilation are also known by other names. Without being +exhaustive, we can mention the names of *calibration*, *adjustment*, *state +estimation*, *parameter estimation*, *inverse problems* or *inversion*, +*Bayesian estimation*, *field interpolation* or *optimal interpolation*, +*variational optimization*, *quadratic optimization*, *mathematical +regularization*, *meta-heuristics for optimization*, *model reduction*, *data +smoothing*, *data-driven* modeling, model and data learning (*Machine Learning* +and *Artificial Intelligence*), etc. These terms can be used in bibliographic +searches. + Going further in the state estimation by optimization methods ------------------------------------------------------------- diff --git a/doc/fr/images/meth_steps_in_study.png b/doc/fr/images/meth_steps_in_study.png new file mode 100644 index 0000000000000000000000000000000000000000..f9a81ec9dd455552589cb4260639b261cba9a7e0 GIT binary patch literal 117046 zcmdqIRa8~q9|w5p?(S5OmPWcmDWy9^y1To(QIHfV>F$!2lmcaTxKeqT*lMa7ew 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