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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
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Workshop
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Wave Interpolation Neural Operator: Interpolated Prediction of Electric Fields Across Untrained Wavelengths
Joonyuk Seo · Chanik Kang · Dongjin Seo · Haejun Chung
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Workshop
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Taylor Mode Neural Operators: Enhancing Computational Efficiency in Physics-Informed Neural Operators
Anas Jnini · Flavio Vella
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Workshop
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VSMNO: Solving PDE by Utilizing Spectral Patterns of Different Neural Operators
Fengrui Jing · Hongzhen Ding · Taosong
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Poster
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Thu 11:00
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Alias-Free Mamba Neural Operator
Jianwei Zheng · Wei Li · Ni Xu · Junwei Zhu · XiaoxuLin · Xiaoqin Zhang
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Poster
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Wed 16:30
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Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
Takeshi Koshizuka · Masahiro Fujisawa · Yusuke Tanaka · Issei Sato
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Poster
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Thu 16:30
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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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Sun 16:30
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Training Dynamics of Convolutional Neural Networks for Learning the Derivative Operator
Erik Wang · Yongji Wang · Ching-Yao Lai
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Workshop
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Universal Functional Regression with Neural Operator Flows
Yaozhong Shi · Angela Gao · Zachary Ross · Kamyar Azizzadenesheli
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Poster
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Thu 11:00
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Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
Benedikt Alkin · Andreas Fürst · Simon Schmid · Lukas Gruber · Markus Holzleitner · Johannes Brandstetter
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Poster
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Fri 11:00
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Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations
Wenrui Hao · Xinliang Liu · Yahong Yang
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Poster
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Wed 16:30
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The motion planning neural circuit in goal-directed navigation as Lie group operator search
Junfeng Zuo · Ying Nian Wu · Si Wu · Wenhao Zhang
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