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Chengli Zhao

2 accepted papers

2024

From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems

ICML 2024poster

Modeling complex systems using standard neural ordinary differential equations (NODEs) often faces some essential challenges, including high computational costs and susceptibility to local optima. To address these challenges, we propose a simulation-free framework, called Fourier NODEs (FNODEs), tha…

Cited by 6SourcePDFScholar