Carla Roesch

According to our database, Carla Roesch authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Wavelet Flow Matching for Multi-Scale Physics Emulation.

Gabriele Accarino, Juan Nathaniel, Carla Roesch, Pierre Gentine, Sara Shamekh, Duncan Watson-Parris, Viviana Acquaviva

CoRR, May, 2026

In-context learning to predict critical transitions in dynamical systems.

Yunus Sevinchan, Juan Nathaniel, Kai Ueltzhöffer, Carla Roesch, Tobias Weber, Vaios Laschos, Hang Fan, Gregor N. Ramien, Johannes Haux, Pierre Gentine, Benjamin Herdeanu

CoRR, May, 2026

2025

CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models.

Benjamin Herdeanu, Juan Nathaniel, Carla Roesch, Jatan Buch, Gregor N. Ramien, Johannes Haux, Pierre Gentine

CoRR, May, 2025

Deep Koopman operator framework for causal discovery in nonlinear dynamical systems.

Juan Nathaniel, Carla Roesch, Jatan Buch, Derek DeSantis, Adam Rupe, Kara Lamb, Pierre Gentine

CoRR, May, 2025