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A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
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 -
Investigation of Heater Structures for Thermal Conductivity Measurements of SiO2 and Al2O3 Thin Films Using the 3-Omega Method2022 Nanomaterials article Materials Science Thermal properties of materials Open access cited by 1 patent
Fabian Kühnel, Christoph Metzke, Jonas Weber, Josef Schätz, Georg Stefan Duesberg, Günther Benstetter
7citations -
Influence of Laser Power and Scan Speed on the Formation of Hot Cracks during the Processing of High-speed Steel HS2-2-2 by Laser Powder Bed Fusion2023 BHM Berg- und Hüttenmännische Monatshefte article Engineering Additive Manufacturing Materials and Processes Open access
Tim Gerrit Lücke, Luke Schüller, Andreas Vogelpoth, Thomas Laag, Jasmin Saewe, Constantin Häfner
3citations -
AI-based spatially resolved parameter prediction in laser metal deposition for increased process stability2024 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Max Gero Zimmermann, Johannes Lengler, Viktor Glushych, Thomas Schopphoven, Wilhelm Meiners, C. Haefner, +1 more
3citations -
Integrating computational fluid dynamics and artificial intelligence for predicting in-flight thermo-kinetic properties in cold spray2026 Journal of Manufacturing Processes article Engineering High-Temperature Coating Behaviors Open access cited by 1 patent
Roberta Falco, Kirsten Bobzin, H. Heinemann, M. Erck, K. Jasutyn, Christopher Wasels, +1 more
2citations -
kMap.py: A Python program for simulation and data analysis in photoemission tomography2021 Computer Physics Communications article Materials Science Electron and X-Ray Spectroscopy Techniques Open access
Dominik Brandstetter, Xiaosheng Yang, Daniel Lüftner, Frank Stefan Tautz, Peter Puschnig
1citations -
Closed-Loop Real-Time Simulation of the Thermal and Electromagnetic Behavior in Electric Drive Trains: Optimizing Model Accuracy for Virtual Prototyping2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Real-time simulation and control systems
Fabian Jonczyk, Yannick Bergheim, Sung-Yong Lee, Malte Strop, Fabian Prochotta, Jakob Andert
1citations