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ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations -
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production2025 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access
Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly
7citations -
Synthetic Data Generation for Process-Specific Nominal Geometry in Fused Deposition Modeling2026 Procedia CIRP article Engineering Additive Manufacturing and 3D Printing Technologies Open access
Jonas Großeheide, Kilian Geiger, Mateus Bortoli Harano, Dominik Wolfschläger, Robert Heinrich Schmitt
0citations -
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent
Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg
11citations -
Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An artificial intelligence model for virtual reality simulation2026 Interdisciplinary CardioVascular and Thoracic Surgery article Engineering Mechanical Circulatory Support Devices Open access
Samuel A Max, Mounir Bourass, Andre van der Mee Mendes, Daniel Van Der Mee Mendes, Bram Schalkwijk, Zaheer U.D. Babar, +11 more
1citations -
Unsupervised deep learning for defect detection on CT parts using simulated data2023 Research and Review Journal of Nondestructive Testing article Engineering Industrial Vision Systems and Defect Detection Open access
Virginia Florian, Christian Kretzer, Stefan Kasperl, Richard Schielein, Benjamin Montavon, Robert Heinrich Schmitt
0citations -
Data-driven modeling of resolved and filtered thermo-diffusively unstable hydrogen–air flames2024 Proceedings of the Combustion Institute article Engineering Combustion and flame dynamics Open access
Arianna Remiddi, Pasquale Eduardo Lapenna, Davide Cavalieri, Davide Schintu, Giuseppe Indelicato, Antonio Attili, +3 more
6citations -
A tomographic workflow to enable deep learning for X-ray based foreign object detection2022 Expert Systems with Applications article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent
Mathé T. Zeegers, Tristan van Leeuwen, Daniël M. Pelt, Sophia Bethany Coban, Robert van Liere, Kees Joost Batenburg
6citations