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27 Results
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Workshop
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Scale-consistent learning with neural operators Zongyi Li · Samuel Lanthaler · Catherine Deng · Yixuan Wang · Kamyar Azizzadenesheli · Animashree Anandkumar |
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Workshop
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Towards long rollout of neural operators with local attention and flow matching-inspired correction: An example in frontal polymerization PDEs Pengfei Cai · Sulin Liu · Qibang Liu · Philippe Geubelle · Rafael Gomez-Bombarelli |
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Workshop
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Beyond Closure Models: Learning Chaotic-Systems via Physics-Informed Neural Operators Chuwei Wang · Julius Berner · Zongyi Li · Di Zhou · Jiayun (Peter) Wang · H. Jane Bae · Animashree Anandkumar |
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Workshop
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SepONet: Efficient Large-Scale Physics-Informed Operator Learning Xinling Yu · Sean Hooten · Ziyue Liu · Yequan Zhao · Marco Fiorentino · Thomas Van Vaerenbergh · Zheng Zhang |
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Workshop
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Estimating Greenland Ice Sheet Dynamics Using Neural Operators Maryam Rahnemoonfar · Heling Wang |
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Poster
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Fri 16:30 |
Latent Neural Operator for Solving Forward and Inverse PDE Problems Tian Wang · Chuang Wang |
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Poster
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Thu 16:30 |
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries Zongyi Li · Daniel Zhengyu Huang · Burigede Liu · Anima Anandkumar |
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Poster
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Wed 16:30 |
Can neural operators always be continuously discretized? Takashi Furuya · Michael Puthawala · Matti Lassas · Maarten V. de Hoop |
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Poster
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Thu 11:00 |
Distributed-Order Fractional Graph Operating Network Kai Zhao · Xuhao Li · Qiyu Kang · Feng Ji · Qinxu Ding · Yanan Zhao · Wenfei Liang · Wee Peng Tay |
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Workshop
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Unifying Subsampling Pattern Variations for Compressed Sensing MRI with Neural Operators Armeet Jatyani · Jiayun (Peter) Wang · Zihui Wu · Miguel Liu-Schiaffini · Bahareh Tolooshams · Animashree Anandkumar |
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Poster
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Thu 16:30 |
Amortized Fourier Neural Operators Zipeng Xiao · Siqi Kou · Hao Zhongkai · Bokai Lin · Zhijie Deng |
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Workshop
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Neural Operators as Fast Surrogate Models for the Transmission Loss of Parameterized Sonic Crystals Jakob Wagner · Samuel Burbulla · Miguel de Benito Delgado · Johannes Schmid |