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Friday 10th February 2023 2-3pm Hybrid / Room 11.87 Speaker: Björn Lütjens, PhD candidate (MIT) REGISTER NOW Decision-makers in industry are grappling with climate change and ask for local climate risk analyses. Local analyses, however, are largely inaccessible, because running Earth system models at the local scale suffers from the curse of dimensionality and climate datasets...
Friday 13th January - 2-3pm - Online Speaker - Zack Labe, Princeton REGISTER TODAY The popularity of machine learning methods, such as neural networks, is rapidly expanding in nearly all areas of Earth science. The interest in these tools also coincides with a growing influx of big data and the need for high efficiency in...
Friday 18th November - 11am – 12:30 pm University of Leeds - Worsley Seminar Room 8.20Q Speaker - Dr Claire Heaney (Imperial College London) Abstract: This presentation will summarise a couple of research directions involving machine learning and computational science before focusing on the main topic of data-driven reduced-order models (DDROM). Often involving neural networks,...