causal loop diagrams 1data-free modeling 1leverage points 1simulation 1system dynamics 1uncertainty analysis 1
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2 papers
cs.LG2026★ 1 cited
Diagrams-to-Dynamics (D2D): Exploring Causal Loop Diagram Leverage Points under Uncertainty
Jeroen F. Uleman, Loes Crielaard, Leonie K. Elsenburg +4
The paper introduces Diagrams-to-Dynamics (D2D), a method that transforms qualitative causal loop diagrams into exploratory system dynamics models without requiring empirical data,…
math-ph2026
Any topological recursion on a rational spectral curve is KP integrable
Alexander Alexandrov, Boris Bychkov, Petr Dunin-Barkowski +2
We prove that for any initial data on a genus zero spectral curve the corresponding correlation differentials of topological recursion are KP integrable. As an application we prove…