
The author argues that leveraging neural networks with Koopman operator theory can provide a powerful tool for data assimilation, enabling long-term continuous reconstruction and self-supervised learning.


coremsg

neural-koopman-prior-for-data-assimilation-analysis


Neural Koopman Prior for Data Assimilation Analysis


title_rewrite


Extending Koopman operator theory to non-autonomous control systems without approximation to the input matrix B.


control-coherent-koopman-modeling-a-physical-modeling-approach


Control-Coherent Koopman Modeling: A Physical Modeling Approach
