About
-----
-**The ADAO module provides data assimilation and optimization**
-features in Python or SALOME context (see
-http://www.salome-platform.org/). Briefly stated, Data Assimilation is
-a methodological framework to compute the optimal estimate of the
-inaccessible true value of a system state, eventually over time. It
-uses information coming from experimental measurements or observations,
-and from numerical *a priori* models, including information about their
-errors. Parts of the framework are also known under the names of
-*parameter estimation*, *inverse problems*, *Bayesian estimation*,
-*optimal interpolation*, etc. More details can be found in the full
-ADAO documentation (see https://www.salome-platform.org/).
+**The ADAO module provides data assimilation and optimization** features in
+Python or SALOME context (see http://www.salome-platform.org/). Briefly stated,
+Data Assimilation is a methodological framework to compute the optimal estimate
+of the inaccessible true value of a system state, eventually over time. It uses
+information coming from experimental measurements or observations, and from
+numerical *a priori* models, including information about their errors. Parts of
+the framework are also known under the names of *calibration*, *adjustment*,
+*state estimation*, *parameter estimation*, *parameter adjustment*, *inverse
+problems*, *Bayesian estimation*, *optimal interpolation*, *mathematical
+regularization*, *meta-heuristics for optimization*, *model reduction*, *data
+smoothing*, etc. More details can be found in the full ADAO documentation (see
+https://www.salome-platform.org/ User Documentation dedicated section).
Only the use of ADAO text programming interface (API/TUI) is introduced
here. This interface gives ability to create a calculation object in a
similar way than the case building obtained through the graphical
-interface (GUI). When one wants to elaborate "by hand" the TUI
+interface (GUI). When one wants to elaborate directly the TUI
calculation case, it is recommended to extensively use all the ADAO
module documentation, and to go back if necessary to the graphical
interface (GUI), to get all the elements allowing to correctly set the
from numpy import array, matrix
from adao import adaoBuilder
case = adaoBuilder.New()
- case.set( 'AlgorithmParameters', Algorithm='3DVAR' )
- case.set( 'Background', Vector=[0, 1, 2] )
- case.set( 'BackgroundError', ScalarSparseMatrix=1.0 )
- case.set( 'Observation', Vector=array([0.5, 1.5, 2.5]) )
- case.set( 'ObservationError', DiagonalSparseMatrix='1 1 1' )
- case.set( 'ObservationOperator', Matrix='1 0 0;0 2 0;0 0 3' )
- case.set( 'Observer', Variable="Analysis", Template="ValuePrinter" )
+ case.set( 'AlgorithmParameters', Algorithm = '3DVAR' )
+ case.set( 'Background', Vector = [0, 1, 2] )
+ case.set( 'BackgroundError', ScalarSparseMatrix = 1.0 )
+ case.set( 'Observation', Vector = array([0.5, 1.5, 2.5]) )
+ case.set( 'ObservationError', DiagonalSparseMatrix = '1 1 1' )
+ case.set( 'ObservationOperator', Matrix = '1 0 0;0 2 0;0 0 3' )
+ case.set( 'Observer', Variable = "Analysis", Template = "ValuePrinter" )
case.execute()
The result of running these commands in SALOME (either as a SALOME
<ADAO, a module for Data Assimilation and Optimization>
- Copyright (C) 2008-2021 EDF R&D
+ Copyright (C) 2008-2023 EDF R&D
This library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public
See http://www.salome-platform.org/
-In addition, we require that all publication or presentation describing
-work using this software, or all commercial or not products using it,
-quote at least one of the references given below:
+In addition, it is requested that any publication or presentation, describing
+work using this module, or any commercial or non-commercial product using it,
+cite at least one of the references below with the current year added:
* *ADAO, a module for Data Assimilation and Optimization*,
http://www.salome-platform.org/
