Climate Change AI Nordics

Climate Change AI Nordics

Nordic network for collaborations around tackling climate change using AI and machine learning.

CCAI Nordics in Computer Sweden on how AI can help save the climate

Olof Mogren, co-founder of Climate Change AI Nordics was interviewed in Computer Sweden. “When it comes to climate change, we have to work broadly both with mitigation techniques and by adapting to the effects we are already seeing. AI can be a tool to support these efforts”, he says.

The article (computersweden.se) mentions Climate Change AI Nordics, the new network for research on AI for climate change related applications in the Nordic countries.

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November 2024

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Welcome to the Climate Change AI Nordics Newsletter, November 2024! Read about recent and coming seminars, workshops, and publications from the network's researchers.

Frontiers in machine learning for weather forecasting

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Webinar with Joel Oskarsson, Linköping University. Recent years have seen rapid progress in using machine learning models for weather forecasting. These models show impressive performance, matching or even outperforming existing physics-based models, while running in a fraction of the time. This is fundamentally and rapidly changing the landscape of weather forecasting today. In this talk I will discuss the factors that enabled this paradigm shift, the core machine learning methods used and the research questions at the bleeding edge of machine learning for weather. In particular I will focus on how current methods can be extended to regional and probabilistic forecasting. For regional forecasting I will showcase graph-based methods for building limited area weather forecasting models. I will also discuss how generative machine learning methods can enable probabilistic forecasting, giving much-needed estimates of uncertainty and allowing for predicting extreme weather events.