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Author: HenrZu

docs/source/python/m-surrogate.rst

@@ -10,7 +10,9 @@ e.g., a metapopulation or agent-based model while still having acceptable errors
 
 The package can be found in `pycode/memilio-surrogatemodel <https://github.com/SciCompMod/memilio/blob/main/pycode/memilio-surrogatemodel>`_.
 
-For more details, we refer to: Schmidt A, Zunker H, Heinlein A, Kühn MJ. (2025). *Graph Neural Network Surrogates to leverage Mechanistic Expert Knowledge towards Reliable and Immediate Pandemic Response*. Submitted for publication. `arXiv:2411.06500 <https://arxiv.org/abs/2411.06500>`_
+For more details, we refer to: 
+
+|Graph_Neural_Network_Surrogates|
 
 Dependencies
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