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27 Results
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Poster
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Thu 11:00 |
Alias-Free Mamba Neural Operator Jianwei Zheng · Wei Li · Ni Xu · Junwei Zhu · XiaoxuLin · Xiaoqin Zhang |
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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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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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Thu 16:30 |
Operator World Models for Reinforcement Learning Pietro Novelli · Marco Pratticò · Massimiliano Pontil · Carlo Ciliberto |
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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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Poster
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Thu 11:00 |
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning Wuyang Chen · Jialin Song · Pu Ren · Shashank Subramanian · Dmitriy Morozov · Michael Mahoney |
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Poster
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Thu 16:30 |
einspace: Searching for Neural Architectures from Fundamental Operations Linus Ericsson · Miguel Espinosa Minano · Chenhongyi Yang · Antreas Antoniou · Amos Storkey · Shay Cohen · Steven McDonagh · Elliot Crowley |
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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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Poster
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Fri 11:00 |
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators Zekun Shi · Zheyuan Hu · Min Lin · Kenji Kawaguchi |
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Workshop
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In-Context Learning for Function Approximation with DeepSet-ONet Shao-Ting Chiu · Junyuan Hong · Ulisses M. Braga-Neto |
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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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Poster
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Thu 11:00 |
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery Yue Yu · Ning Liu · Fei Lu · Tian Gao · Siavash Jafarzadeh · Stewart A Silling |