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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 -
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 -
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
10 results