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69
Aachen papers (primary topic)
195
Further papers (secondary topic)
294
Citations
156
Aachen authors
Papers per year
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Papers 69
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Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Fault Detection and Control Systems Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
0citations -
Hybrid Fault Detection and Isolation for the Fuel Turbopump Subsystem of the LOX/LNG Expander-Bleed Rocket Engine LUMEN2026 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Engineering Fault Detection and Control Systems Open access
Eldin Kurudzija, Marcos Quiñones-Grueiro, Kai Dresia, Austin Coursey, Gautam Biswas, Jan C. Deeken, +1 more
0citations -
From Faults to Features: Pretraining to Learn Robust Representations against Sensor Failures2025 neural information processing systems conference-paper Engineering Fault Detection and Control Systems
Jens U. Brandt, Noah Christoph Pütz, Marcus Greiff, Thomas Lew, John Subosits, Marc Hilbert, +1 more
0citations -
Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access
Jens U. Brandt, Noah C. Puetz, Alexander Windmann, Marc Hilbert, Elena Raponi, Thomas Bäck, +1 more
0citations
Most active Aachen authors
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Robert Heinrich Schmitt 12,285 citations overall17 papers
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Tim Klebig 21 citations overall3 papers
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Thomas Bergs 5,996 citations overall2 papers
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Achim Kampker 3,393 citations overall2 papers