Oskarsson, Joel

1. Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
   2024/06/07 by Joel Oskarsson, Oskarsson, Joel, Tomas Landelius +5 · 9 citations
   Environmental Science · Computer Science · Engineering · #Hydrological Forecasting Using AI #Computational Physics and Python Applications #Traffic Prediction and Management Techniques
2. Graph-based Neural Weather Prediction for Limited Area Modeling
   2023/09/29 by Oskarsson, Joel, Landelius, Tomas, Lindsten, Fredrik · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Uncertainty Quantification of Surrogate Models using Conformal Prediction
   2024/08/19 by Vignesh Gopakumar, Gopakumar, Vignesh, Ander Gray +13 · 4 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Plasma Physics (physics.plasm-ph) #Probabilistic and Robust Engineering Design
4. Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
   2025/02/11 by Larsson, Erik, Oskarsson, Joel, Landelius, Tomas +1 · 6 citations
   #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
5. Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings
   2025/04/12 by Simon Adamov, Adamov, Simon, Joel Oskarsson +21 · 1 voice · 5 citations
   Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
6. MTP-GO: Graph-Based Probabilistic Multi-Agent Trajectory Prediction with Neural ODEs
   2023/02/01 by Theodor Westny, Joel Oskarsson, Westny, Theodor +5 · 2 citations
   Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Autonomous Vehicle Technology and Safety #Transportation Planning and Optimization
7. Continuous Ensemble Weather Forecasting with Diffusion models
   2024/10/07 by Andrae, Martin, Landelius, Tomas, Oskarsson, Joel +1 · 4 citations
   #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)