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Winkler, Marcus (2023) Machine Learning based Reproduction of Thermoacoustic Oscillations. Master's, Ludwig-Maximilians-Universität.
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| Item URL in elib: | https://elib.dlr.de/202139/ | ||||||||
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| Document Type: | Thesis (Master's) | ||||||||
| Title: | Machine Learning based Reproduction of Thermoacoustic Oscillations | ||||||||
| Authors: |
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| Date: | 2023 | ||||||||
| Refereed publication: | Yes | ||||||||
| Open Access: | Yes | ||||||||
| Status: | Published | ||||||||
| Keywords: | time series analysis, complex systems, AI, reservoir computing, thermoacoustic oscillations, combustion instabilities | ||||||||
| Institution: | Ludwig-Maximilians-Universität | ||||||||
| Department: | Faculty of Physics | ||||||||
| HGF - Research field: | other | ||||||||
| HGF - Program: | other | ||||||||
| HGF - Program Themes: | other | ||||||||
| DLR - Research area: | Digitalisation | ||||||||
| DLR - Program: | D KIZ - Artificial Intelligence | ||||||||
| DLR - Research theme (Project): | D - short study [KIZ] | ||||||||
| Location: | Oberpfaffenhofen | ||||||||
| Institutes and Institutions: | Institute for AI Safety and Security | ||||||||
| Deposited By: | Räth, Christoph | ||||||||
| Deposited On: | 17 Jan 2024 11:57 | ||||||||
| Last Modified: | 17 Jan 2024 11:57 |
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