Mustafa, Mustafa

1. Towards Physics-informed Deep Learning for Turbulent Flow Prediction
   2019/11/20 by Wang, Rui, Kashinath, Karthik, Mustafa, Mustafa +2 · 24 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations
   2020/09/30 by Jaideep Pathak, Mustafa Mustafa, Pathak, Jaideep +9 · 4 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Reservoir Engineering and Simulation Methods #Fluid Dynamics and Turbulent Flows
3. MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time\n Super-Resolution Framework
   2020/05/01 by Chiyu Max Jiang, Soheil Esmaeilzadeh, Jiang, Chiyu Max +14 · 2 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
4. Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving deep spatial transformers
   2021/03/16 by Ashesh Chattopadhyay, Mustafa Mustafa, Chattopadhyay, Ashesh +7 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Flood Risk Assessment and Management #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations