ML_LEARN_ERSATZ 
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.. _mllearnersatz:


ML_LEARN_ERSATZ Worker
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Overview
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A new worker, ``ML_LEARN_ERSATZ``, has been added to Workflows. This worker
enables training of machine learning models to generate Ersatz (surrogate)
models based on input data.

Description
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The ``ML_LEARN_ERSATZ`` worker is designed to learn relationships between
input parameters and target responses, creating a surrogate model that can
approximate complex simulations or experimental results. This helps reduce
computation time by replacing expensive evaluations with fast predictions.

.. thumbnail:: /_images/Images/mllearnersatz.png
   :title:

   ML_LEARN_ERSATZ Worker

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