13 citations · 13 across the 3 of their papers we have counts for
4 papers
The Wealth of Agents: Scaling Agentic AI Across Developers
Austin W. Hanjie, Carlos E. Jimenez, Zirui Wang +1
Today's agentic systems are typically designed, built, and deployed by single developers with full control over all participating agents. While this simplifies development, it limi…
Disentangling regional impacts of joint teleconnections using causal representation learning
Fiona R. Spuler, Marlene Kretschmer, Magdalena Alonso Balmaseda +2
Understanding teleconnections of large-scale modes of climate variability is relevant for seasonal predictability and support a dynamical understanding of climatic changes. While n…
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter Weather
Philine L. Bommer, Marlene Kretschmer, Fiona R. Spuler +2
Predictions on subseasonal-to-seasonal (S2S) timescales--ranging from two weeks to two month--are crucial for early warning systems but remain challenging owing to chaos in the cli…
Identifying probabilistic weather regimes targeted to a local-scale impact variable
Fiona Raphaela Spuler, Marlene Kretschmer, Yevgeniya Kovalchuk +2
Weather regimes are recurrent and persistent large-scale atmospheric circulation patterns that modulate the occurrence of local impact variables such as extreme precipitation. In t…