Variational Data Assimilation with a Learned Inverse Observation Operator (bibtex)
by T Frerix, D Kochkov, J Smith, D Cremers, M Brenner and S Hoyer
Reference:
Variational Data Assimilation with a Learned Inverse Observation Operator (T Frerix, D Kochkov, J Smith, D Cremers, M Brenner and S Hoyer), In Proceedings of the 38th International Conference on Machine Learning (ICML), 2021. (URL, code)
Bibtex Entry:
@inproceedings{Frerix2021,
 title = {Variational Data Assimilation with a Learned Inverse Observation Operator},
 author = {T Frerix and D Kochkov and J Smith and D Cremers and M Brenner and S Hoyer},
 booktitle = {Proceedings of the 38th International Conference on Machine Learning (ICML)},
 year = {2021},
}
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Variational Data Assimilation with a Learned Inverse Observation Operator (bibtex)
Variational Data Assimilation with a Learned Inverse Observation Operator (bibtex)
by T Frerix, D Kochkov, J Smith, D Cremers, M Brenner and S Hoyer
Reference:
Variational Data Assimilation with a Learned Inverse Observation Operator (T Frerix, D Kochkov, J Smith, D Cremers, M Brenner and S Hoyer), In Proceedings of the 38th International Conference on Machine Learning (ICML), 2021. (URL, code)
Bibtex Entry:
@inproceedings{Frerix2021,
 title = {Variational Data Assimilation with a Learned Inverse Observation Operator},
 author = {T Frerix and D Kochkov and J Smith and D Cremers and M Brenner and S Hoyer},
 booktitle = {Proceedings of the 38th International Conference on Machine Learning (ICML)},
 year = {2021},
}
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members:frerix

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About myself

I am a PhD student at the Technical University of Munich advised by Prof. Daniel Cremers. Previously, I received my Bachelor in Physics from the University of Göttingen and my Master in Theoretical and Mathematical Physics in a joint program from LMU Munich and TU Munich. My current research interests lie in machine learning and optimization.

Please don't hesitate to contact me if you have questions or are interested in a collaboration.

Teaching

Winter Term 2020/2021

Winter Term 2019/2020

Summer Term 2019

Winter Term 2017/2018

Summer Term 2017

Publications