minor typo fixes
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@ -119,7 +119,7 @@ where a solver targets cases from a certain well-defined problem
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domain repeatedly, it can for instance make a lot of sense to once invest
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significant resources to train
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a neural network that supports the repeated solves. Based on the
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domain-specific specialization of this network, such a hybrid
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domain-specific specialization of this network, such a hybrid solver
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could vastly outperform traditional, generic solvers. And despite
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the many open questions, first publications have demonstrated
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that this goal is not overly far away {cite}`um2020sol,kochkov2021`.
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