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<titleInfo><title>Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection</title></titleInfo>





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  <namePart type="given">Tim</namePart>
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  <namePart type="given">Sebastian</namePart>
  <namePart type="family">Peitz</namePart>
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<originInfo><dateIssued encoding="w3cdtf">2026</dateIssued>
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<subject><topic>own</topic><topic>own-preprint</topic><topic>erc</topic>
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<relatedItem type="host"><titleInfo><title>arXiv:2603.28074</title></titleInfo>
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<mla>Plotzki, Tim, and Sebastian Peitz. “Koopman-Based Surrogate Modeling for Reinforcement-Learning-Control of Rayleigh-Benard Convection.” &lt;i&gt;ArXiv:2603.28074&lt;/i&gt;, 2026.</mla>
<bibtex>@article{Plotzki_Peitz_2026, title={Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection}, journal={arXiv:2603.28074}, author={Plotzki, Tim and Peitz, Sebastian}, year={2026} }</bibtex>
<ama>Plotzki T, Peitz S. Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection. &lt;i&gt;arXiv:260328074&lt;/i&gt;. Published online 2026.</ama>
<ieee>T. Plotzki and S. Peitz, “Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection,” &lt;i&gt;arXiv:2603.28074&lt;/i&gt;. 2026.</ieee>
<apa>Plotzki, T., &amp;#38; Peitz, S. (2026). Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection. In &lt;i&gt;arXiv:2603.28074&lt;/i&gt;.</apa>
<short>T. Plotzki, S. Peitz, ArXiv:2603.28074 (2026).</short>
<chicago>Plotzki, Tim, and Sebastian Peitz. “Koopman-Based Surrogate Modeling for Reinforcement-Learning-Control of Rayleigh-Benard Convection.” &lt;i&gt;ArXiv:2603.28074&lt;/i&gt;, 2026.</chicago>
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