Joel Oskarsson

1. Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
   2024/06/07 by Joel Oskarsson, Tomas Landelius, Oskarsson, Joel +5 · 12 citations
   Environmental Science · Computer Science · Engineering · #Hydrological Forecasting Using AI #Computational Physics and Python Applications #Traffic Prediction and Management Techniques
2. MTP-GO: Graph-Based Probabilistic Multi-Agent Trajectory Prediction with Neural ODEs
   2023/02/01 by Theodor Westny, Joel Oskarsson, Westny, Theodor +5 · 3 citations
   Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Autonomous Vehicle Technology and Safety #Transportation Planning and Optimization
3. Graph-based Neural Weather Prediction for Limited Area Modeling
   2023/09/29 by Joel Oskarsson, Tomas Landelius, Oskarsson, Joel +3 · 3 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations
4. 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
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 · 7 citations
   Earth and Planetary Sciences · #Meteorological Phenomena and Simulations