M
Manuel Dahmen
Researcher at Forschungszentrum Jülich
Publications - 48
Citations - 596
Manuel Dahmen is an academic researcher from Forschungszentrum Jülich. The author has contributed to research in topics: Computer science & Renewable fuels. The author has an hindex of 9, co-authored 30 publications receiving 365 citations. Previous affiliations of Manuel Dahmen include RWTH Aachen University.
Papers
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Tailor-made fuels for future engine concepts
Fabian Hoppe,Benedikt Heuser,Matthias Thewes,Florian Kremer,Stefan Pischinger,Manuel Dahmen,Manuel Hechinger,Wolfgang Marquardt +7 more
TL;DR: Increasing carbon dioxide accumulation in earth's atmosphere and the depletion of fossil resources pose huge challenges for our society and, in particular, for all stakeholders in the transportatio... as discussed by the authors.
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A Novel Group Contribution Method for the Prediction of the Derived Cetane Number of Oxygenated Hydrocarbons
Manuel Dahmen,Wolfgang Marquardt +1 more
TL;DR: A simple, yet predictive, estimator for the derived cetane number of pure oxygenated hydrocarbons covering acyclic and cyclic, branched and straight, saturated and unsaturated hydroc...
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Graph neural networks for prediction of fuel ignition quality
Artur M. Schweidtmann,Jan G. Rittig,Andrea König,Martin Grohe,Alexander Mitsos,Alexander Mitsos,Manuel Dahmen +6 more
TL;DR: Prediction of combustion-related properties of (oxygenated) hydrocarbons is an important and challenging task for which quantitative structure–property relationship (QSPR) models are frequently used.
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Model-Based Design of Tailor-Made Biofuels
Manuel Dahmen,Wolfgang Marquardt +1 more
TL;DR: A framework for model-based fuel design that is envisioned to guide experimental investigation toward the most promising molecular entities is presented and a novel rule-based generator of molecular structures is introduced to refunctionalize and join molecular graphs of predefined biobased intermediates in an attempt to resemble carbon- and energy-efficient biofuel synthesis.
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Model-based formulation of biofuel blends by simultaneous product and pathway design
Manuel Dahmen,Wolfgang Marquardt +1 more
TL;DR: A framework for model-based formulation of biofuel blends with tailored properties by considering the fuel’s molecular composition as the fundamental design degree of freedom is presented.