Troy Arcomano

1. Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
   2023/12/06 by Tung Nguyen, Nguyen, Tung, Rohan Shah +15 · 1 voice · 14 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #cs.AI #cs.LG #physics.ao-ph
2. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Song, Shuaiwen Leon, Bonnie Kruft +181 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
3. LUCIE: A Lightweight Uncoupled ClImate Emulator with long-term stability and physical consistency for O(1000)-member ensembles
   2024/05/25 by Haiwen Guan, Troy Arcomano, Guan, Haiwen +5 · 4 citations
   Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
4. HiRO-ACE: Fast and skillful AI emulation and downscaling trained on a 3 km global storm-resolving model
   2025/12/20 by W. Andre Perkins, Perkins, W. Andre, Anna Kwa +15 · 1 voice · 2 citations
   Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research