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Poster
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Thu 14:00
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Generic bounds on the approximation error for physics-informed (and) operator learning
Tim De Ryck · Siddhartha Mishra
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Workshop
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Hamiltonian Neural Koopman Operator
Jingdong Zhang · Qunxi Zhu · Wei LIN
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Poster
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Tue 9:00
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Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations
Miao Zhang · Wei Huang · Bin Yang
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Poster
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Wed 9:00
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Local Identifiability of Deep ReLU Neural Networks: the Theory
Joachim Bona-Pellissier · François Malgouyres · Francois Bachoc
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Poster
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Wed 9:00
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Transform Once: Efficient Operator Learning in Frequency Domain
Michael Poli · Stefano Massaroli · Federico Berto · Jinkyoo Park · Tri Dao · Christopher Ré · Stefano Ermon
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Workshop
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Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator
Qie Zhang · Mirco Milletari · Yagna D Oruganti · Philipp Witte
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Workshop
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Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators
Philipp Witte · Russell J. Hewett · Ranveer Chandra
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Poster
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Wed 9:00
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Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics
Cristopher Salvi · Maud Lemercier · Andris Gerasimovics
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Workshop
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Predicting Full-Field Turbulent Flows Using Fourier Neural Operator
Peter Renn · Sahin Lale · Cong Wang · Zongyi Li · Anima Anandkumar · Morteza Gharib
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Workshop
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Incremental Fourier Neural Operator
Jiawei Zhao · Robert Joseph George · Yifei Zhang · Zongyi Li · Anima Anandkumar
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Workshop
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Fourier Continuation for Exact Derivative Computation in Physics-Informed Neural Operators
Haydn Maust · Zongyi Li · Yixuan Wang · Anima Anandkumar
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Workshop
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Image-Based Soil Organic Carbon Estimation from Multispectral Satellite Images with Fourier Neural Operator and Structural Similarity
Ken C. L. Wong · · Ademir Ferreira da Silva · Hongzhi Wang · Jitendra Singh · Tanveer Syeda-Mahmood
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