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20242026
most citedLearning to control non-equilibrium dynamics using local imperfect gradients

5 citations · 7 across the 5 of their papers we have counts for

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cond-mat.dis-nn2026

In-context learning emerges in chemical reaction networks without attention

Carlos Floyd, Hector Manuel Lopez Rios, Aaron R. Dinner +1

We investigate whether chemical processes can perform in-context learning (ICL), a mode of computation typically associated with transformer architectures. ICL allows a system to i…