Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction

8 July 2020

Filipe de Avila Belbute-Peres

T. Economon

J. Zico Kolter

AI4CE

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Papers citing "Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction"

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Physics-Informed Graph-Mesh Networks for PDEs: A hybrid approach for complex problems M. Chenaud Frédéric Magoulès José Alves AI4CE PINN 23 1 0 25 Sep 2024
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Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks Shivam Barwey Pinaki Pal Saumil Patel Riccardo Balin Bethany Lusch V. Vishwanath R. Maulik R. Balakrishnan AI4CE 96 0 0 12 Sep 2024
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BENO: Boundary-embedded Neural Operators for Elliptic PDEs Haixin Wang Jiaxin Li Anubhav Dwivedi Kentaro Hara Tailin Wu 11 7 0 17 Jan 2024
DiffHybrid-UQ: Uncertainty Quantification for Differentiable Hybrid Neural Modeling Deepak Akhare Tengfei Luo Jian-Xun Wang 19 6 0 30 Dec 2023
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