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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 -
Modeling subfilter soot-turbulence interactions in Large Eddy Simulation: An a priori study2020 Proceedings of the Combustion Institute article Chemical Engineering Advanced Combustion Engine Technologies Open access
Lukas Berger, Achim Wick, Antonio Attili, Michael E. Mueller, Heinz G. Pitsch
14citations -
Machine learning control and modeling -How taming turbulence can be made easy, efficient, fast and fun!2020 HAL (Le Centre pour la Communication Scientifique Directe) conference-paper Physics and Astronomy Model Reduction and Neural Networks
Bernd R. Noack, Yiqing Li, Dewei Fan, Yu Qiong Zhou, Hao Li, Jianguo Tan, +10 more
0citations -
Simulation of Gas Jet Impingement Cooling in Continuous Heat Treatment Lines with the ANSYS GEKO Turbulence Model*2023 HTM Journal of Heat Treatment and Materials article Engineering Heat Transfer Mechanisms Open access
Jan Erik Menzler, M. Klusmann, Maximilian Wulfmeier, Dominik Büschgens, Herbert Pfeifer
6citations -
LES Modeling Study on Cycle-to-Cycle Variations in a DISI Engine2020 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies
Tobias Falkenstein, Marco Davidovic, Antonio Attili, Mathis Bode, Hongchao Chu, Seongwon Kang, +2 more
2citations -
Development of a 0D/1D Model System for the Cycle-to-Cycle Variation of High Tumble Spark Ignition Engines2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies
Ye Feng, Niklas Mirsch, Daniel Ismail Mir, André Casal Kulzer, Michael Grill, Fabian Steeger, +2 more
1citations -
Parallel implementation and performance of super-resolution generative adversarial network turbulence models for large-eddy simulation2024 Computers & Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, P. Petkov, Temistocle Grenga, Jonathan F. MacArt, Antonio Attili, +2 more
11citations -
Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows2021 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Zeyu Lian, Dominik Denker, Marco Davidovic, Konstantin Kleinheinz, +2 more
150citations -
Real-Time Simulation of CNG Engine and After-Treatment System Cold Start Part 1: Transient Engine-Out Emission Prediction Using a Stochastic Reactor Model2023 SAE International Journal of Advances and Current Practices in Mobility article Chemical Engineering Advanced Combustion Engine Technologies
Reddy Babu Siddareddy, Tim Franken, Michał Pasternak, Larisa León de Syniawa, Johannes Oder, Hermann Sebastian Rottengruber, +1 more
5citations