Janni Yuval
- ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
2023/06/14 by Sungduk Yu, Z W Hu, Yu, Sungduk +91 · 6 citations
Earth and Planetary Sciences · Physics and Astronomy · Environmental Science · #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Hydrological Forecasting Using AI
- Neural general circulation models optimized to predict satellite-based precipitation observations
2024/12/16 by Janni Yuval, Ian Langmore, Yuval, Janni +5 · 2 voices · 3 citations
Earth and Planetary Sciences · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Tropical and Extratropical Cyclones Research #cs.LG #physics.ao-ph
- Advancing Seasonal Prediction of Tropical Cyclone Activity with a Hybrid AI-Physics Climate Model
2025/04/30 by Gan Zhang, M. S. V. RAO, Zhang, Gan +5 · 3 citations
Earth and Planetary Sciences · #Tropical and Extratropical Cyclones Research