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Papers matching “QSPR” 5

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Exploring the fuel structure dependence of laminar burning velocity: A machine learning based group contribution approach
2021 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies

Florian vom Lehn, Liming Cai, Bruno Copa Cáceres, Heinz G. Pitsch

62

citations
Using machine learning with target-specific feature sets for structure-property relationship modeling of octane numbers and octane sensitivity
2020 Fuel article Chemical Engineering Advanced Combustion Engine Technologies

Florian vom Lehn, Benedict Brosius, Rafal Broda, Liming Cai, Heinz G. Pitsch

60

citations
A property database of fuel compounds with emphasis on spark-ignition engine applications
2020 Applications in Energy and Combustion Science article Chemical Engineering Advanced Combustion Engine Technologies Open access

Florian vom Lehn, Liming Cai, Rupali Tripathi, Rafal Broda, Heinz G. Pitsch

48

citations
Prediction of Sooting Index of Fuel Compounds for Spark-Ignition Engine Applications Based on a Machine Learning Approach
2023 Journal of Thermal Science article Chemical Engineering Advanced Combustion Engine Technologies

Zhuo Chen, Florian vom Lehn, Heinz G. Pitsch, Liming Cai

8

citations
Design of novel high-performance fuels with artificial intelligence: Case study for spark-ignition engine applications
2025 Applications in Energy and Combustion Science article Chemical Engineering Advanced Combustion Engine Technologies Open access

Zhuo Chen, Florian vom Lehn, Heinz G. Pitsch, Liming Cai

5

citations

5 results