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causal reasoning 1continuous-time modeling 1counterfactual inference 1irregular time series 1neural operators 1

From the 1 of 15 linked papers with an AI index.

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20242026
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cs.AI2026

Orca: Neural Operators for Causal Reasoning in Continuous Time

Gerrit Großmann, David A. Selby, Sebastian J. Vollmer

The paper introduces Orca, a neural‑operator based framework that models each node in a causal graph as a time‑varying function, enabling causal and counterfactual reasoning for sy…