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Pütz, Florian and Hall, Clemens and Rauch, Bastian and Huber, Andreas (2022) Reinforcement Learning for the Identification of Isomers with a Strong Sooting Tendency. In: 17th International Conference on Stability Handling and Use of Liquid Fuels, IASH 2022. 17th International Conference on Stability, Handling and Use of Liquid Fuels (IASH2022), 2022-09-11 - 2022-09-15, Dresden, Germany. ISBN 978-171386334-2.
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| Item URL in elib: | https://elib.dlr.de/193475/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Reinforcement Learning for the Identification of Isomers with a Strong Sooting Tendency | ||||||||||||||||||||
| Authors: |
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| Date: | 2022 | ||||||||||||||||||||
| Journal or Publication Title: | 17th International Conference on Stability Handling and Use of Liquid Fuels, IASH 2022 | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| ISBN: | 978-171386334-2 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Alternative Fuels, Reinforcement Learning, Deep Q-Network, Machine Learning, Yield Sooting Index, Markov Decision Process, Fuel Design | ||||||||||||||||||||
| Event Title: | 17th International Conference on Stability, Handling and Use of Liquid Fuels (IASH2022) | ||||||||||||||||||||
| Event Location: | Dresden, Germany | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 11 September 2022 | ||||||||||||||||||||
| Event End Date: | 15 September 2022 | ||||||||||||||||||||
| HGF - Research field: | Energy | ||||||||||||||||||||
| HGF - Program: | Materials and Technologies for the Energy Transition | ||||||||||||||||||||
| HGF - Program Themes: | Chemical Energy Carriers | ||||||||||||||||||||
| DLR - Research area: | Energy | ||||||||||||||||||||
| DLR - Program: | E VS - Combustion Systems | ||||||||||||||||||||
| DLR - Research theme (Project): | E - Fuels | ||||||||||||||||||||
| Location: | Stuttgart | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Combustion Technology > Multiphase flow and Alternative Fuels | ||||||||||||||||||||
| Deposited By: | Geigle, Dr. Klaus Peter | ||||||||||||||||||||
| Deposited On: | 23 Jan 2023 07:30 | ||||||||||||||||||||
| Last Modified: | 24 Apr 2024 20:54 |
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