CR
Carla Roesch
cs.LGAtmospheric scienceAttributioncs.AInlin.CDphysics.flu-dyn
On Valency
published · living versionsW_vvv7vm74·v1 · currentpublished
Koopman early warning signals for bifurcation and rate-induced tipping
with Juan Nathaniel, Derek DeSantis, Parvathi Kooloth, Hang Fan +3
1 version
Preprints & journals
6 papers in the corpus · 2025–2026Koopman early warning signals for bifurcation and rate-induced tipping2608.14716v1 · Juan Nathaniel, Carla Roesch, Derek DeSantis et al.2026 · 0 citationsarXivon Valency
Wavelet Flow Matching for Multi-Scale Physics Emulation2605.16573v1 · Gabriele Accarino, Juan Nathaniel, Carla Roesch et al.2026 · 0 citationsarXiv
In-context learning to predict critical transitions in dynamical systems2605.12308v1 · Yunus Sevinchan, Juan Nathaniel, Kai Ueltzhoffer et al.2026 · 0 citationsarXiv
CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models2505.16620v2 · Benjamin Herdeanu, Juan Nathaniel, Carla Roesch et al.2025 · 0 citationsarXiv
Deep Koopman operator framework for causal discovery in nonlinear dynamical systems2505.14828v1 · Juan Nathaniel, Carla Roesch, Jatan Buch et al.2025 · 0 citationsarXiv
Decreasing aerosols increase the European summer diurnal temperature range.39957790 · Roesch, Carla M, Fons, Emilie, Ballinger, Andrew P et al.2025 · 7 citationsNPJ climate and atmospheric science. 2025;8(1):47
Career total: at least 32 works. 6 are in this corpus.
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