Subramaniam, Akshay

1. Kaushikreddym/CasCorrDiff: CasCorrDiff v1.0.0
   2023/09/24 by Noah Brenowitz, Mardani, Morteza, Brenowitz, Noah +16 · 30 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 #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
2. Turbulence Enrichment using Physics-informed Generative Adversarial Networks
   2020/03/04 by Akshay Subramaniam, Man Long Wong, Subramaniam, Akshay +7 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
   2023/06/14 by Sungduk Yu, Yu, Sungduk, Z W Hu +91 · 5 citations
   Earth and Planetary Sciences · Physics and Astronomy · Environmental Science · #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Hydrological Forecasting Using AI
4. Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
   2024/06/28 by Zeyuan Hu, Akshay Subramaniam, Hu, Zeyuan +15 · 5 citations
   Computer Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Distributed and Parallel Computing Systems #FOS: Physical sciences
5. Climate in a Bottle: Towards a Generative Foundation Model for the Kilometer-Scale Global Atmosphere
   2025/05/10 by Noah Brenowitz, Brenowitz, Noah D., Tao Ge +17 · 10 citations
   Earth and Planetary Sciences · Environmental Science · #Tropical and Extratropical Cyclones Research #Climate variability and models #Meteorological Phenomena and Simulations
6. NVIDIA SimNet^TM: an AI-accelerated multi-physics simulation framework
   2020/12/14 by Oliver Hennigh, Susheela Narasimhan, Hennigh, Oliver +17 · 2 citations
   Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
7. Scalable Parallel Linear Solver for Compact Banded Systems on Heterogeneous Architectures
   2020/12/29 by Hang Song, Kristen V. Matsuno, Kristen Matsuno +10 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Scattering and Analysis #Matrix Theory and Algorithms #cs.DC