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Applying physics-informed enhanced super-resolution generative adversarial networks to turbulent premixed combustion and engine-like flame kernel direct numerical simulation data2023 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Dominik Goeb, Tobias Falkenstein, Heinz G. Pitsch
31citations -
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Premixed Combustion and Engine-like Flame Kernel Direct Numerical Simulation Data2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Dominik Goeb, Tobias Falkenstein, Heinz G. Pitsch
0citations -
Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access
Temistocle Grenga, Ludovico Nista, Christoph Schumann, Gandolfo Scialabba, Antonio Attili, Heinz G. Pitsch
15citations -
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Non-Premixed Combustion on Non-Uniform Meshes and Demonstration of an Accelerated Simulation Workflow2citations
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Experimental Investigation of Ion Formation for Auto-Ignition Combustion in a High-Temperature and High-Pressure Combustion Vessel2023 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies Open access
Dominik Golc, Stefania Esposito, Heinz G. Pitsch, Joachim Beeckmann
2citations -
A Numerical Investigation of Potential Ion Current Sensor Applications in Premixed Charge Compression Ignition Engine2022 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies Open access
Dominik Golc, Stefania Esposito, Francesca Loffredo, Heinz G. Pitsch, Joachim Beeckmann
3citations -
Turbulent flame–wall interaction of thermodiffusively unstable lean premixed hydrogen flames2026 Proceedings of the Combustion Institute article Engineering Combustion and flame dynamics Open access
Max Schneider, Hendrik Nicolai, T.L. Howarth, Felix Zijie Rong, Andrew J. Aspden, Christian Hasse
0citations -
Polycyclic Aromatic Hydrocarbons Evolution and Interactions with Soot Particles During Fuel Surrogate Combustion: A Rate Rule-Based Kinetic Model2021 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies
Luna Pratali Maffei, Matteo Pelucchi, Tiziano Faravelli, Heinz G. Pitsch, Qian Mao, Andrea Nobili
3citations -
Pressure-induced Hydrodynamic Instability in Premixed Methane-Air Slot Flames2020 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access
Rachele Lamioni, Pasquale Eduardo Lapenna, Lukas Berger, Konstantin Kleinheinz, Antonio Attili, Heinz G. Pitsch, +1 more
30citations