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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 -
Hot tear prediction in large sized high alloyed turbine steel parts - experimental based calibration of mechanical data and model validation2023 IOP Conference Series Materials Science and Engineering conference-paper Engineering Metallurgical Processes and Thermodynamics Open access
J Klinkhammer, Jesper Thorborg, Michael Bernhard, Christian Bernhard, Guido Tischler
1citations -
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor2023 International Journal of Numerical Methods for Heat & Fluid Flow article Engineering Turbomachinery Performance and Optimization
Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li
3citations -
The Potential of Data-Driven Engineering Models: An Analysis Across Domains in the Automotive Development Process2023 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Systems Engineering Methodologies and Applications
Julian Knödler, Christian Könen, Philip Muhl, Thomas Rudolf, Eric Sax, Hans-Christian Reuss, +2 more
5citations -
A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access
Thorsten Kalb, Anil Esen, Elsa Qoku, Thomas Matschei, Chiara Masiero, Gian Antonio Susto
0citations -
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight2023 arXiv (Cornell University) preprint Engineering Building Energy and Comfort Optimization Open access
Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck
0citations -
Long-Term Venovenous Connection for Extracorporeal Carbon Dioxide Removal (ECCO2R)–Numerical Investigation of the Connection to the Common Iliac Veins2020 Cardiovascular Engineering and Technology article Engineering Mechanical Circulatory Support Devices Open access
Niklas B. Steuer, Kristin Hugenroth, Jan Wilhelm Spillner, Ruedger Kopp, Sebastian Daniel Reinartz, Thomas Schmitz‐Rode, +2 more
5citations -
A reduced order model for spatially resolved gas transfer prediction in full scale oxygenators2026 Journal of Membrane Science article Engineering Mechanical Circulatory Support Devices Open access
Jannis Focke, Kai P. Barbian, Paul-Luca Bonke, Ulrich Steinseifer, Jutta Arens, Michael Neidlin
1citations -
BIM-Based Public Participation: Insights and Lessons Learned form a Case Study2025 Proceedings of the ... ISARC conference-paper Engineering 3D Modeling in Geospatial Applications Open access
Jonathan Matthei, Maximilian Friedhelm Heinrich Christ, Sven Mackenbach, Katharina Klemt‐Albert
0citations