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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 -
Filamentary TaO x /HfO 2 ReRAM Devices for Neural Networks Training with Analog In‐Memory Computing2022 Advanced Electronic Materials article Engineering Advanced Memory and Neural Computing Open access
Tommaso Stecconi, Roberto Guido, Luca Berchialla, Antonio La Porta, Jonas Weiß, Youri Popoff, +8 more
43citations -
Generation of Synthetic Data for DL-based Defect Detection in the Automotive Context2025 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection
Alexander Moriz, Dominik Wolfschläger, Miguel Suchodolak, Achim Byl, Friedrich Wolf, Kai Wege, +2 more
1citations -
Domain Adaptation via Simulation Parameter and Data Perturbation for Predictive Maintenance2024 PHM Society European Conference conference-abstract Engineering Machine Fault Diagnosis Techniques Open access
Kiavash Fathi, Fabio Corradini, Marcin Sadurski, Marco Silvestri, Marko Ristin, Afrooz Laghaei, +3 more
0citations -
Improving the Prediction of Passenger Numbers in Public Transit Networks by Combining Short-Term Forecasts With Real-Time Occupancy Data2023 IEEE Open Journal of Intelligent Transportation Systems article Engineering Traffic Prediction and Management Techniques Open access
Josef Hoppe, Felix Schwinger, Henrik Haeger, Jonas Wernz, Matthias Jarke
33citations -
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access
Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt
4citations -
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems2025 International Journal of Refrigeration article Engineering Refrigeration and Air Conditioning Technologies Open access
Nicolás Ablanque Mejía, Nasrulloh Ratu Bagus Satrio Loka, Santiago Torras, Sriram Karthik Gurumurthy, Joaquim Rigola, C. Oliet, +3 more
5citations -
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