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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
47citations -
The influence of columnar joints and joint pattern on near-surface normal faulting: An analog modeling approach2025 Journal of Structural Geology article Earth and Planetary Sciences earthquake and tectonic studies Open access
Lisa Winhausen, Antonia Czepl, Michael Kettermann, Christoph von Hagke, Janos Lajos Urai
1citations -
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 -
Segmenting beyond the imaging data: creation of anatomically valid edentulous mandibular geometries for surgical planning using artificial intelligence2025 Clinical Oral Investigations article Computer Science Medical Image Segmentation Techniques Open access
Stefan Raith, Tobias Pankert, Srikrishna Jaganathan, Kristina Pankert, Hyun Lee, Florian Peters, +2 more
3citations -
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring
Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more
59citations -
Continuous vs pulsatile arterial cannula flow for venoarterial extracorporeal membrane oxygenation: A multiscale computational fluid dynamics analysis2026 Computer Methods and Programs in Biomedicine article Medicine Mechanical Circulatory Support Devices Open access
Avishka Wickramarachchi, Michael Neidlin, Mehrdad Khamooshi, Jessica Benitez Mendieta, Eric Lee-Jan Wu, John Francis Fraser, +1 more
2citations -
Validating Fracture Networks for Radioactive Waste Repositories: A DFN Modeling Approach for Crystalline Rock2026 Nuclear Technology article Environmental Science Groundwater flow and contamination studies Open access
Sarah Alisa Weihmann, C. Gärtner, James R. Mullins, Carlos Guevara Morel
1citations -
A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent
Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Arnold Gillner
71citations