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12 Results
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Workshop
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Global Flood Prediction: a Multimodal Machine Learning Approach Cynthia Zeng |
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Modelling Atmospheric Dynamics with Spherical Fourier Neural Operators Boris Bonev · Thorsten Kurth · Christian Hundt · Jaideep Pathak · Maximilian Baust · Karthik Kashinath · Anima Anandkumar |
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Improving extreme weather events detection with light-weight neural networks Romain Lacombe · Hannah Grossman · Lucas Hendren · David Ludeke |
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On the impact of small-data diversity on forecasts: evidence from meteorologically-driven electricity demand in Mediterranean zones. Reginald Bryant · Julian Kuehnert · Daniela Szwarcman · Girmaw Abebe Tadesse |
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Improving global high-resolution Earth system model simulations of precipitation with generative adversarial networks Philipp Hess |
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EfficientTempNet: Temporal Super-Resolution of Radar Rainfall Bekir Demiray · Muhammed Sit · Ibrahim Demir |
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Bayesian Inference of Severe Hail in Australia Isabelle Greco · Steven Sherwood · Timothy Raupach · Gab Abramowitz |
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Improving the spatial accuracy of extreme tropical cyclone rainfall in ERA5 using deep learning Guido Ascenso · Andrea Ficchì · Matteo Giuliani · Leone Cavicchia · Enrico Scoccimarro · Andrea Castelletti |
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Understanding forest resilience to drought with Shapley values Stenka Vulova · Alby Duarte Rocha · Akpona Okujeni · Johannes Vogel · Michael Förster · Patrick Hostert · Birgit Kleinschmit |
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Sub-seasonal to seasonal forecasts through self-supervised learning Jannik Thuemmel · Felix Strnad · Jakob Schlör · Martin V. Butz · Bedartha Goswami |
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Improving a Shoreline Forecasting Model with Symbolic Regression Mahmoud AL NAJAR · Rafael ALMAR · Erwin BERGSMA · Jean-Marc DELVIT · Dennis Wilson |
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Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects Chenhong Zhou · Xiaorui Zhang · Meng Gao · Shanshan Liu · Yike Guo · Jie Chen |