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ELLIS Unit Jena is a research unit focused on developing and applying AI and machine learning to Earth system, climate, and environmental research. It aims to improve the understanding of the Earth system by combining fundamental ML development with environmental challenges.
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ELLIS Unit Jena is a research unit dedicated to advancing AI and machine learning applications within Earth system, climate, and environmental research. The unit's core motivation is to explore how these technologies can enhance the understanding of Earth's dynamic systems. Their research agenda includes fundamental work on evaluating climate change impacts on society and the economy, aiming to inform regulatory bodies, policymakers, and the public. The unit emphasizes integrating scientific knowledge into machine learning methods, focusing on challenges like interpretability, physical consistency, handling complex and uncertain data, addressing limited labels, and managing computational demands. They combine fundamental ML development with applied challenges concerning spatio-temporal dynamics in the Earth system.
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Not publicly disclosed. Check ellis-jena.eu for current pricing.
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