From Causal Discovery to Dynamic Causal Inference in Neural Time Series. - Valentina V. Kuskova; Dmitry G. Zaytsev; Michael Coppedge (CoRR, 2026)

Beyond Coefficients: Forecast-Necessity Testing for Interpretable Causal Discovery in Nonlinear Time-Series Models. - Valentina V. Kuskova; Dmitry G. Zaytsev; Michael Coppedge (CoRR, 2026)

Trajectory-Aware Reliability Modeling of Democratic Systems. - Dmitry G. Zaytsev; Valentina V. Kuskova; Michael Coppedge (CoRR, 2026)