4. [DocU] Examples of ADAO use

To make reading or searching easier, this section gathers in a synthetic way the direct pointers, to the appropriate sections, of simple examples of use of the module (mainly but not only in TUI).

These examples are available in the tutorials, in the detailed documentations of algorithms or applied problems, and in the advanced uses. They are listed here by category and alphabetical order.

4.1. General usage guidelines

The examples in this subsection are defined in terms of uses or applications (rather than in terms of methods or algorithms, as in the following subsections). Their numbers are intentionally kept small to maximize their usefulness. We strongly recommend that occasional users start with these examples or return to them when analyzing and solving a realistic problem.

  1. Calibration of a parametric simulation model using “ParameterCalibrationTask”

  2. Verifying the correct functioning of a simulation model using “FunctionTest”

4.2. Tutorials

  1. [DocU] Tutorials on using the ADAO module in SALOME

  2. [DocU] Tutorials on using the ADAO module in Python

4.3. Calculation algorithms uses

  1. Examples with the “3DVAR” algorithm

  2. Examples with the “Blue” algorithm

  3. Examples with the “DerivativeFreeOptimization” algorithm

  4. Examples with the “ExtendedBlue” algorithm

  5. Examples with the “KalmanFilter” algorithm

  6. Examples with the “NonLinearLeastSquares” algorithm

  7. Examples with the “ParticleSwarmOptimization” algorithm

4.4. Checking algorithms uses

  1. Examples with the “AdjointTest” check

  2. Examples with the “ControledFunctionTest”

  3. Examples with the “FunctionTest” check

  4. Examples with the “ObservationSimulationComparisonTest” check

  5. Examples with the “ParallelFunctionTest” check

  6. Examples with the “ReducedModelingTest” check

4.5. Dedicated tasks or study oriented cases uses

  1. Examples with the “InterpolationByReducedModelTask” study

  2. Examples with the “MeasurementsOptimalPositioningTask” study

  3. Examples with the “ParameterCalibrationTask” study

4.6. Comprehensive studies and use case examples

  1. Correction by 3DVAR of the state of a Lorenz dynamic system

  2. Measurement optimal positioning for DEIM decomposition

4.7. Advanced uses

  1. Independent holding of the results of a calculation case

  2. Some common numerical indicators : norm, RMS, MSE et RMSE…

  3. Converting and executing an ADAO command file (JDC) using a Shell script

  4. Running an ADAO calculation scheme in YACS using the text user mode (YACS TUI)

  5. Running an ADAO calculation in R environment using the TUI ADAO interface