Revealing hidden dynamics from time-series data by ODENet

To derive the hidden dynamics from observed data is one of the fundamental but also challenging problems in many different fields. In this study, we propose a new type of interpretable network called the ordinary differential equation network (ODENet), in which the numerical integration of explicit...

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Bibliographic Details
Main Authors: Hong, L. (Author), Hu, P. (Author), Yang, W. (Author), Zhu, Y. (Author)
Format: Article
Language:English
Published: Academic Press Inc. 2022
Subjects:
Online Access:View Fulltext in Publisher