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ITV-LFS-model: Physics-guided laminar flame speed correlation for methane-hydrogen-air mixtures2026 Zenodo (CERN European Organization for Nuclear Research) software Chemical Engineering Advanced Combustion Engine Technologies Open access
Raik Hesse, Christian Schwenzer, Roman Glaznev, Florence Cameron, Heinz Pitsch, Joachim Beeckmann
0citations -
ITV-LFS-model: Physics-guided laminar flame speed correlation for methane-hydrogen-air mixtures2026 Zenodo (CERN European Organization for Nuclear Research) software Chemical Engineering Advanced Combustion Engine Technologies Open access
Raik Hesse, Christian Schwenzer, Roman Glaznev, Florence Cameron, Heinz G. Pitsch, Joachim Beeckmann
0citations -
Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning2023 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access
Lorenz Fleitmann, Philipp Ackermann, Johannes Schilling, Johanna Kleinekorte, Jan G. Rittig, Florian vom Lehn, +6 more
25citations -
Hydrogen-Diesel Dual-Fuel Engine Operation Using Real-Time GRU-Based Nonlinear Model Predictive Control2026 arXiv (Cornell University) preprint Chemical Engineering Advanced Combustion Engine Technologies Open access
Alexander Winkler, Vasu Sharma, Julian Bedei, Edward Sperling, Charles Robert Koch, David Gordon, +1 more
1citations -
Machine Learning-Enhanced Combustion Modelling: Predicting Ethanol Effects in a Single-Cylinder Research Engine2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies Open access
Lorenzo Ferrari, Giuseppe Sammito, Marcus Fischer, Nicolò Cavina
2citations -
Physics-guided laminar flame speed correlation for methane–hydrogen–air mixtures with varying dilution2026 International Journal of Hydrogen Energy article Chemical Engineering Advanced Combustion Engine Technologies Open access
Raik Hesse, Christian Schwenzer, Roman Glaznev, Florence Cameron, Heinz G. Pitsch, Joachim Beeckmann
0citations -
The role of trust in the use of artificial intelligence for chemical risk assessment2024 Regulatory Toxicology and Pharmacology article Chemical Engineering Chemical Safety and Risk Management Open access
Pim N.H. Wassenaar, Jordi Minnema, Jelle Vriend, Willie J.G.M. Peijnenburg, Jeroen L. A. Pennings, Anne S. Kienhuis
30citations -
Support vector machine based emissions modeling using particle swarm optimization for homogeneous charge compression ignition engine2021 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies Open access
David C. Gordon, Armin Norouzi, Gero Blomeyer, Julian Bedei, Masoud Aliramezani, Jakob Andert, +1 more
29citations -
Physics-guided laminar flame speed correlation for methane-hydrogen-air mixtures with varying dilution2026 arXiv (Cornell University) preprint Chemical Engineering Advanced Combustion Engine Technologies Open access
Raik Hesse, Christian Schwenzer, Roman Glaznev, Florence Cameron, Heinz G. Pitsch, Joachim Beeckmann
0citations -
Physics-guided laminar flame speed correlation for methane-hydrogen-air mixtures with varying dilution2026 arXiv (Cornell University) preprint Chemical Engineering Advanced Combustion Engine Technologies Open access
Raik Hesse, Christian Schwenzer, Roman Glaznev, Florence Cameron, Heinz G. Pitsch, Joachim Beeckmann
0citations -
Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids2023 Computers & Chemical Engineering article Chemical Engineering Ionic liquids properties and applications Open access
Jan G. Rittig, Karim Ben Hicham, Artur M. Schweidtmann, Manuel Dahmen, Alexander Mitsos
86citations -
Graph Neural Networks for Temperature-Dependent Activity Coefficient Prediction of Solutes in Ionic Liquids2022 RWTH Publications (RWTH Aachen) article Chemical Engineering Ionic liquids properties and applications Open access
Jan G. Rittig, Karim Ben Hicham, Artur M. Schweidtmann, Manuel Dahmen, Alexander Mitsos
2citations
21 results