Tom R. Andersson
- Probabilistic weather forecasting with machine learning
2024/12/04 by Ilan Price, Álvaro Sánchez‐González, Ferran Alet +9 · 3 voices · 156 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Tropical and Extratropical Cyclones Research
- GenCast: Diffusion-based ensemble forecasting for medium-range weather
2023/12/25 by Ilan Price, Alvaro Sanchez-Gonzalez, Álvaro Sánchez‐González +23 · 3 voices · 28 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Flood Risk Assessment and Management #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations #cs.LG #physics.ao-ph
- Environmental Sensor Placement with Convolutional Gaussian Neural Processes
2022/11/18 by Tom R. Andersson, Wessel P. Bruinsma, Andersson, Tom R. +18 · 5 citations
Computer Science · Environmental Science · #Gaussian Processes and Bayesian Inference #Air Quality Monitoring and Forecasting #Species Distribution and Climate Change
- Autoregressive Conditional Neural Processes
2023/03/25 by Wessel P. Bruinsma, Bruinsma, Wessel P., Stratis Markou +15 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Aardvark weather: end-to-end data-driven weather forecasting
2024/03/30 by Anna Vaughan, Stratis Markou, Vaughan, Anna +19 · 3 voices · 1 citation
Environmental Science · #Hydrological Forecasting Using AI #cs.LG #physics.ao-ph
- Skillful joint probabilistic weather forecasting from marginals
2025/06/12 by Ferran Alet, Ilan Price, Alet, Ferran +19 · 14 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research