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Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning

This repository contains the code for the paper Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning by Kelan Gray, Finlay Brown, Nicolas Boullé and Matthew J. Colbrook.

Pipeline overview


📁 Dataset

The dataset accompanying the code is available on Zenodo at https://zenodo.org/records/20747990.


📖 Citation

If you find this work useful in your research, please consider citing:

@article{gray2026deep,
  title={Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning},
  author={Gray, Kelan and Brown, Finlay and Boull{\'e}, Nicolas and Colbrook, Matthew J},
  journal={arXiv preprint arXiv:2606.05131},
  year={2026}
}

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Code for the paper "Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning" by Kelan Gray, Finlay Brown, Nicolas Boullé and Matthew J. Colbrook.

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