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spostrzeżenie - Koopman Operator Theory
Neural Koopman Prior for Data Assimilation Analysis
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.
Control-Coherent Koopman Modeling: A Physical Modeling Approach
Extending Koopman operator theory to non-autonomous control systems without approximation to the input matrix B.
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