Search Results for author: Zezheng Song

Found 2 papers, 0 papers with code

FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model

no code implementations23 Apr 2024 Zezheng Song, Jiaxin Yuan, Haizhao Yang

It incorporates in-context learning and has been pre-trained on a diverse corpus of 500, 000 dynamical systems, showcasing exceptional generalization across a broad spectrum of real-world applications.

In-Context Learning

A Finite Expression Method for Solving High-Dimensional Committor Problems

no code implementations21 Jun 2023 Zezheng Song, Maria K. Cameron, Haizhao Yang

Central to TPT is the committor function, which describes the probability to hit the metastable state $B$ prior to $A$ from any given starting point of the phase space.

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