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26 Results
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Poster
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Tue 15:15 |
Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning Francesca Bartolucci · Emmanuel de Bézenac · Bogdan Raonic · Roberto Molinaro · Siddhartha Mishra · Rima Alaifari |
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Poster
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Tue 15:15 |
Globally injective and bijective neural operators Takashi Furuya · Michael Puthawala · Matti Lassas · Maarten V. de Hoop |
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Workshop
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What’s in a Prior? Learned Proximal Networks for Inverse Problems Zhenghan Fang · Sam Buchanan · Jeremias Sulam |
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Workshop
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Sat 7:45 |
Adaptive Resolution Residual Networks Léa Demeule · Mahtab Sandhu · Glen Berseth |
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Workshop
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Exciton-Polariton Condensates: A Fourier Neural Operator Approach Surya Sathujoda · Yuan Wang · Kanishk Gandhi |
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Poster
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Wed 8:45 |
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks Jongseok Park · Kyungmin Bin · Gibum Park · Sangtae Ha · Kyunghan Lee |
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Workshop
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Seismic hazard analysis with a Factorized Fourier Neural Operator (F-FNO) surrogate model enhanced by transfer learning Fanny Lehmann · Filippo Gatti · Michaël Bertin · Didier Clouteau |
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Workshop
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Sat 9:25 |
Neural Deep Operator Networks representation of Coherent Ising Machine Dynamics Arsalan Taassob · Davide Venturelli · Paul Lott |
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Workshop
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Operator SVD with Neural Networks via Nested Low-Rank Approximation Jongha (Jon) Ryu · Xiangxiang Xu · Hasan Sabri Melihcan Erol · Yuheng Bu · Lizhong Zheng · Gregory Wornell |
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Workshop
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CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems Priyanshu Burark · Karn Tiwari · Meer Mehran Rashid · Prathosh AP · N M Anoop Krishnan |
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Workshop
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BENO: Boundary-embedded Neural Operators for Elliptic PDEs Haixin Wang · Jiaxin LI · Anubhav Dwivedi · Kentaro Hara · Tailin Wu |
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Poster
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Wed 8:45 |
Convolutional Neural Operators for robust and accurate learning of PDEs Bogdan Raonic · Roberto Molinaro · Tim De Ryck · Tobias Rohner · Francesca Bartolucci · Rima Alaifari · Siddhartha Mishra · Emmanuel de Bézenac |