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  • AI Excellence Lecture on Hybrid & Causal Machine learning in the Earth sciences

    ONLINE

    This lecture explores how hybrid and causal machine learning can combine physical knowledge with data-driven models to improve understanding and inference in Earth system science. It highlights recent advances toward more consistent, explainable, and physically grounded AI methods for geoscientific analysis.

  • ELLIS Multimodal Learning Systems Workshop on Multimodal Foundation Models

    Mathematisches Forschungsinstitut Oberwolfach (MFO) Schwarzwaldstraße 9-11, Oberwolfach-Walke, Germany

    This workshop explores recent progress in multimodal foundation models that integrate vision, language, audio, and other modalities. Discussions address both the capabilities and limitations of large-scale generative AI systems, including issues of reliability, bias, and societal impact, while highlighting new research directions in multimodal learning and applications.