Model-Based Design of Tailor-Made Biofuels

• Well-to-Wheel Design of Renewable Fuels for Future Spark-Ignition Engines

  2026 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access

  2

  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

  5

  citations
• Computational Co-optimization of Fuel and Spark-Ignition Engine

  2025 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access

  2

  citations
• Fuel Ignition Delay Maps for Molecularly Controlled Combustion

  2024 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies

  7

  citations
• The transition to sustainable combustion: Hydrogen- and carbon-based future fuels and methods for dealing with their challenges

  2024 Proceedings of the Combustion Institute article Chemical Engineering Advanced Combustion Engine Technologies Open access

  108

  citations
• Identifying key environmental objectives for integrated process and fuel design

  2024 Sustainable Energy & Fuels article Environmental Science Environmental Impact and Sustainability Open access

  5

  citations
• Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning

  2023 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access

  25

  citations
• Graph machine learning for design of high‐octane fuels

  2022 AIChE Journal article Materials Science Machine Learning in Materials Science Open access

  36

  citations
• Beating neat fuels by dedicated blending: Performance analysis of bio-hybrid fuel blends on a spark-ignition engine for passenger car applications

  2022 Fuel article Chemical Engineering Advanced Combustion Engine Technologies

  7

  citations
• Graph Machine Learning for Design of High-Octane Fuels

  2022 RWTH Publications (RWTH Aachen) preprint Materials Science Machine Learning in Materials Science Open access

  0

  citations
• Direct Electrosynthesis of 2-Butanone from Fermentation Supernatant

  2022 ACS Sustainable Chemistry & Engineering article Engineering Catalysis for Biomass Conversion

  8

  citations
• On the Use of Active Pre-chambers and Bio-hybrid Fuels in Internal Combustion Engines

  2021 Energy, environment, and sustainability book-chapter Chemical Engineering Advanced Combustion Engine Technologies

  14

  citations
• Toward co-optimization of renewable fuel blend production and combustion in ultra-high efficiency SI engines

  2021 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies

  34

  citations
• 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

  62

  citations
• Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines

  2021 Chemical Engineering Science article Chemical Engineering Advanced Combustion Engine Technologies

  27

  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

  48

  citations
• Graph Neural Networks for Prediction of Fuel Ignition Quality

  2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

  142

  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

  60

  citations
• Integrated design of processes and products: Optimal renewable fuels

  2020 Computers & Chemical Engineering article Engineering Process Optimization and Integration

  37

  citations

19 results