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Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access
Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Égelé, Elisabeth A. G. Pfaehler, Rushikesh Shende, +4 more
8citations -
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 -
Bayesian optimization for extreme high-speed laser material deposition2025 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Max Gero Zimmermann, Johanna Menn, Viktor Glushych, Thomas Schopphoven, Wilhelm Meiners, Sebastian Trimpe, +1 more
1citations -
Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks97citations
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Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
3citations -
A multivariate regression parametric study on DEM input parameters of free-flowing and cohesive powders with experimental data-based validation2020 Computational Particle Mechanics article Engineering Granular flow and fluidized beds Open access
Bilal El-Kassem, Nizar Salloum, Thomas Brinz, Yousef Heider, Bernd A. Markert
35citations -
Context-agnostic data visitation to exchange personal data for health research: the example of PADME PHT2025 International Data Privacy Law article Decision Sciences Personal Information Management and User Behavior
Dara Hallinan, Marc Nestor, Muhammad Hamza Akhtar, Zeyd Boukhers, Constantin Breß, Mehrshad Jaberansary, +4 more
0citations -
A potential future Fontan modification: preliminary in vitro data of a pressure-generating tube from engineered heart tissue2022 European Journal of Cardio-Thoracic Surgery article Medicine Tissue Engineering and Regenerative Medicine Open access
Maria Köhne, Charlotta Sophie Behrens, Tim Stüdemann, Constantin von Bibra, Eva Querdel, Aya Shibamiya, +9 more
10citations