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1. CFDNet: a deep learning-based accelerator for fluid simulations
arxiv.org
Link: https://arxiv.org/abs/2005.04485
Description: WEBMay 9, 2020 · This paper introduces CFDNet -- a physical simulation and deep learning coupled framework, for accelerating the convergence of Reynolds Averaged Navier-Stokes simulations. CFDNet is designed to predict the primary physical properties of the fluid including velocity, pressure, and eddy viscosity using a single convolutional neural …
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2. CFDNet - A deep learning-based accelerator for fluid simulations
uci.edu
Link: https://hpcforge.eng.uci.edu/talk/cfdnet/
Description: WEBJun 29, 2020 · CFDNet - A deep learning-based accelerator for fluid simulations. Octavi Obiols Sales. Project Project Watch. Image credit: Unsplash. Date. June 29, 2020 — July 2, 2020. Event. ACM International Conference on Supercomputing (ICS)
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3. CFDNet | Proceedings of the 34th ACM International Conference …
acm.org
Link: https://dl.acm.org/doi/10.1145/3392717.3392772
Description: WEBJun 29, 2020 · CFDNet is designed to predict the primary physical properties of the fluid including velocity, pressure, and eddy viscosity using a single convolutional neural network at its core. We evaluate CFDNet on a variety of use-cases, both extrapolative and interpolative, where test geometries are observed/not-observed during training.
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4. CFDNet: a deep learning-based accelerator for fluid simulations
researchgate.net
Link: https://www.researchgate.net/publication/342540311_CFDNet_a_deep_learning-based_accelerator_for_fluid_simulations
Description: WEBRequest PDF | On Jun 29, 2020, Octavi Obiols-Sales and others published CFDNet: a deep learning-based accelerator for fluid simulations | Find, read and cite all the research you need on...
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5. CFDNet: a deep learning-based accelerator for fluid simulations
semanticscholar.org
Link: https://www.semanticscholar.org/paper/CFDNet%3A-a-deep-learning-based-accelerator-for-fluid-Obiols-Sales-Vishnu/d6c6718d129ed4cd315a8107604d4c4238c89689
Description: WEBMay 9, 2020 · This paper introduces CFDNet - a physical simulation and deep learning coupled framework, for accelerating the convergence of Reynolds Averaged Navier-Stokes simulations, and demonstrates the generalization capacity of CFD net by testing its prediction on new geometries unseen during training.
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6. [2005.04485] CFDNet: a deep learning-based accelerator for fluid
arxiv.org
Link: http://export.arxiv.org/abs/2005.04485
Description: WEBMay 9, 2020 · CFDNet is designed to predict the primary physical properties of the fluid including velocity, pressure, and eddy viscosity using a single convolutional neural network at its core. We evaluate CFDNet on a variety of use-cases, both extrapolative and interpolative, where test geometries are observed/not-observed during training.
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7. CFDNet: a deep learning-based accelerator for fluid simulations
deepai.org
Link: https://deepai.org/publication/cfdnet-a-deep-learning-based-accelerator-for-fluid-simulations
Description: WEBMay 9, 2020 · CFDNet is designed to predict the primary physical properties of the fluid including velocity, pressure, and eddy viscosity using a single convolutional neural network at its core. We evaluate CFDNet on a variety of use-cases, both extrapolative and interpolative, where test geometries are observed/not-observed during training. Our …
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8. CFDNet: a deep learning-based accelerator for fluid simulations
nsf.gov
Link: https://par.nsf.gov/biblio/10186864-cfdnet-deep-learning-based-accelerator-fluid-simulations
Description: WEBCFDNet: a deep learning-based accelerator for fluid simulations. Award ID (s): 1750549. NSF-PAR ID: 10186864. Author (s) / Creator (s): Obiols-Sales, Octavi; Vishnu, Abhinav; Malaya, Nicholas; Chandramowliswharan, Aparna. Date Published: 2020-06-01.
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9. CFDNet: A deep learning-based accelerator for fluid simulations
uci.edu
Link: https://hpcforge.eng.uci.edu/publication/ics20-dl-cfd/
Description: WEBCFDNet: A deep learning-based accelerator for fluid simulations | HPC Forge.
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10. CFDNet: a deep learning-based accelerator for fluid simulations
researchgate.net
Link: https://www.researchgate.net/publication/341310839_CFDNet_a_deep_learning-based_accelerator_for_fluid_simulations
Description: WEBMay 9, 2020 · CFDNet is designed to predict the primary physical properties of the fluid including velocity, pressure, and eddy viscosity using a single convolutional neural network at its core. We evaluate...
