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Update secir groups surrogate model #1293

@HenrZu

Description

@HenrZu

Motivation / Current Behaviour

We have made a lot of progress regarding this type of surrogate models. Most of the code is stored on other branches. Therefore, we should clean the old code and include it into the main.
Most of the code is available in branch 1139-Improvement-of-surrogates.

More informations are available in https://arxiv.org/pdf/2411.06500

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see motivation

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class::improvementCleanup that doesn't affect functionalitymodel::mlmachine learning surrogate modelmodel::odeThis issue concerns any kind of ODE-based model.prio::highThe priority of this task is high.

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