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Discovery - AI for Earth and Sustainability Science

29 January 2025
Advancing earth observation and climate research through self-supervised learning: from land monitoring to cloud modelling
17:00 - 18:30 CET Geneva | 11:00-12:30 EST, New York | 00:00-01:30 CST, Beijing
Anna Jungbluth (ESA), Markus Reichstein (Max Planck Institute for Biogeochemistry)
Discovery - AI for Earth and Sustainability Science
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27 January 2025
Causality in Dynamical Systems
16:00 - 17:30 CET Geneva | 10:00-11:30 EST, New York | 23:00-00:30 CST, Beijing
Jonas Peters (ETH Zurich), Joachim Denzler (University of Jena)
Discovery - AI for Earth and Sustainability Science
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15 January 2025
How deep learning improves weather forecasts and reduces energy demands
17:00 - 18:00 CET Geneva | 11:00-12:00 EST, New York | 00:00-01:00 CST, Beijing
Matthias Karlbauer (University of Tübingen), Gustau Camps-Valls (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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4 December 2024
Toward robust surrogate components of land surface states for hybrid earth system models
17:00 - 18:10 CET Geneva | 11:00-12:10 EST, New York | 00:00-01:10 CST, Beijing
Marieke Wesselkamp (University of Freiburg), Alexander Winkler (Max Planck Institute for Biogeochemistry)
Discovery - AI for Earth and Sustainability Science
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6 November 2024
Deep learning for large-scale ecosystem monitoring
17:00 - 18:30 CET Geneva | 11:00-12:30 EST, New York | 00:00-01:30 CST, Beijing
Christian Igel (University of Copenhagen), Álvaro Moreno-Martínez (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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2 October 2024
Deep Generative Models for Molecular Simulation
17:00 - 18:30 CEST Geneva | 11:00-12:30 EDT, New York | 23:00-00:30 CST, Beijing
José Miguel Hernández Lobato (University of Cambridge), Gustau Camps-Valls (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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11 September 2024
Confronting Climate Change with Generative and Self-supervised Machine Learning
17:00 - 18:30 CEST Geneva | 11:00-12:30 EDT, New York | 23:00-00:30 CST, Beijing
Claire Monteleoni (University of Colorado Boulder), Maria Piles (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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4 September 2024
Harnessing Machine Learning and Satellite Data for Planetary-Scale Impact
17:00 - 18:30 CEST Geneva | 11:00-12:30 EDT, New York | 23:00-00:30 CST, Beijing
Hannah Kerner (Arizona State University), Markus Reichstein (Max Planck Institute for Biogeochemistry)
Discovery - AI for Earth and Sustainability Science
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28 February 2024
Tracking permafrost landscape dynamics in a rapidly warming Arctic
17:00 - 18:15 CET Geneva | 11:00-12:15 EST, New York | 00:00-01:15 CST, Beijing
Ingmar Nitze (Alfred Wegener Institute for Polar and Marine Research), Maria Piles (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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14 February 2024
Fast statistical inference with neural networks and amortisation: Golden ticket or red herring?
09:00 - 10:15 CET Geneva | 03:00-04:15 EST, New York | 16:00-17:15 CST, Beijing
Andrew Zammit-Mangion (University of Wollongong), Gustau Camps-Valls (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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31 January 2024
Physics-constrained machine learning for scientific computing
17:00 - 18:15 CET Geneva | 11:00-12:15 EST, New York | 00:00-01:15 CST, Beijing
Danielle Maddix Robinson (AWS AI Labs), Markus Reichstein (Max Planck Institute for Biogeochemistry)
Discovery - AI for Earth and Sustainability Science
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17 January 2024
Explain it to me! On the use of explainable machine learning for the agricultural and environmental sciences
17:00 - 18:15 CET Geneva | 11:00-12:15 EST, New York | 00:00-01:15 CST, Beijing
Ribana Roscher ( Joint Research Centre, Centre for Advanced Studies - European Commission), Joachim Denzler (University of Jena)
Discovery - AI for Earth and Sustainability Science
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10 January 2024
Large-scale monitoring of nature with deep learning
17:00 - 18:15 CET Geneva | 11:00-12:15 EST, New York | 00:00-01:15 CST, Beijing
Jan Dirk Wegner (ETH Zurich), Gustau Camps-Valls (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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20 December 2023
Airborne light fields for wildlife observation
17:00 - 18:15 CET Geneva | 11:00-12:15 EST, New York | 00:00-01:15 CST, Beijing
David C. Schedl (University of Applied Sciences Hagenberg), Maria Piles (Universitat de València)
Discovery - AI for Earth and Sustainability Science
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6 December 2023
Building fast emulators in climate modeling
17:00 - 18:15 CET Geneva | 11:00-12:15 EST, New York | 00:00-01:15 CST, Beijing