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7 Results
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Workshop
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The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning Ruben Ohana · Michael McCabe · Lucas Meyer · Rudy Morel · Fruzsina Agocs · Miguel Beneitez · Marsha Berger · Blakesly Burkhart · Stuart Dalziel · Drummond Fielding · Daniel Fortunato · Jared Goldberg · Keiya Hirashima · Yan-Fei Jiang · Rich Kerswell · Suryanarayana Maddu · Jonah Miller · Payel Mukhopadhyay · Stefan Nixon · Jeff Shen · Romain Watteaux · Bruno Régaldo-Saint Blancard · Liam Parker · Miles Cranmer · Shirley Ho |
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Poster
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Thu 16:30 |
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction Qilong Ma · Haixu Wu · Lanxiang Xing · Shangchen Miao · Mingsheng Long |
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Poster
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Fri 16:30 |
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics Neil Ashton · Jordan Angel · Aditya Ghate · Gaetan Kenway · Man Long Wong · Cetin Kiris · Astrid Walle · Danielle Maddix · Gary Page |
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Poster
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Thu 16:30 |
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling Hao Wu · Changhu Wang · Fan Xu · Jinbao Xue · Chong Chen · Xian-Sheng Hua · Xiao Luo |
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Workshop
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PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid Dynamics Yuxuan Liu · Jingmin Sun · Xinjie He · Griffin Pinney · Zecheng Zhang · Hayden Schaeffer |
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Competition
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Sat 13:30 |
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design Mouadh Yagoubi · David Danan · Milad LEYLI ABADI · Jean-Patrick Brunet · Jocelyn Mazari · Florent Bonnet · maroua gmati · Asma Farjallah · Paola Cinnella · Patrick Gallinari · Marc Schoenauer |
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Poster
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Fri 11:00 |
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks Mohamed Elrefaie · Florin Morar · Angela Dai · Faez Ahmed |