Pan, Baoxiang

1. Diffusion Model-based Probabilistic Downscaling for 180-year East Asian Climate Reconstruction
   2024/02/02 by Fenghua Ling, Ling, Fenghua, Zeyu Lu +15 · 10 citations
   Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Plant Ecology and Soil Science
2. Improving seasonal forecast using probabilistic deep learning
   2020/10/27 by Baoxiang Pan, Gemma J. Anderson, Pan, Baoxiang +12 · 1 voice
   Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations #physics.ao-ph #physics.geo-ph #stat.ML
3. Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning
   2024/03/05 by Philipp Hess, Hess, Philipp, Michael Aich +5 · 7 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Computational Techniques and Applications #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Geological Modeling and Analysis #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
4. Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
   2024/04/05 by Michael Aich, Philipp Hess, Aich, Michael +9 · 4 citations
   Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate change and permafrost #FOS: Computer and information sciences #FOS: Physical sciences #Geological Studies and Exploration #Geophysics (physics.geo-ph) #Geophysics and Gravity Measurements #Machine Learning (cs.LG)
5. DRUM: Diffusion-based runoff model for probabilistic flood forecasting
   2024/12/16 by Zhonghong Ou, Ou, Zhigang, Congyi Nai +16 · 3 citations
   Environmental Science · #Hydrology and Watershed Management Studies #Hydrological Forecasting Using AI #Flood Risk Assessment and Management
6. Generative assimilation and prediction for weather and climate
   2025/03/04 by Yang, Shangshang, Nai, Congyi, Liu, Xinyan +11 · 4 citations
   #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
7. Boosting weather forecast via generative superensemble
   2024/12/11 by Congyi Nai, Nai, Congyi, Xi Chen +9 · 2 citations
   Computer Science · Environmental Science · Earth and Planetary Sciences · #Artificial Intelligence in Games #Flood Risk Assessment and Management #Meteorological Phenomena and Simulations