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19 Results
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Workshop
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Euler operators for mis-specified physics-informed neural networks Charlie Cowen-Breen · Yongji Wang · Stephen Bates · Ching-Yao Lai |
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Workshop
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An Advanced Physics-Informed Neural Operator for Comprehensive Design Optimization of Highly-Nonlinear Systems: An Aerospace Composites Processing Case Study Milad Ramezankhani · Anirudh Deodhar · Rishi Parekh · Dagnachew Birru |
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Workshop
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AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields Louis Serrano · Thomas Wang · Etienne Le Naour · Jean-Noël Vittaut · patrick gallinari |
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Poster
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Thu 2:30 |
Neural Operators with Localized Integral and Differential Kernels Miguel Liu-Schiaffini · Julius Berner · Boris Bonev · Thorsten Kurth · Kamyar Azizzadenesheli · Anima Anandkumar |
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Workshop
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Fourier Neural Operator based surrogates for CO2 storage in realistic geologies Anirban Chandra · Marius Koch · Suraj Pawar · Aniruddha Panda · Kamyar Azizzadenesheli · Jeroen Snippe · Faruk Alpak · Farah Hariri · Clement Etienam · Pandu Devarakota · Anima Anandkumar · Detlef Hohl |
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Poster
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Wed 4:30 |
Equivariant Graph Neural Operator for Modeling 3D Dynamics Minkai Xu · Jiaqi Han · Aaron Lou · Jean Kossaifi · Arvind Ramanathan · Kamyar Azizzadenesheli · Jure Leskovec · Stefano Ermon · Anima Anandkumar |
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Workshop
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Learning the boundary-to-domain mapping using Lifting Product Fourier Neural Operators for partial differential equations Aditya Kashi · Arka Daw · Muralikrishnan Gopalakrishnan Meena · Hao Lu |