Berlin Workshop on Artificial Intelligence for Engineering Applications 2022
AI meets Engineering - We bring state-of-the-art Artificial Intelligence research to practitioners in engineering.
Program
| 26-Sep-22 | International day |
| 13:00 - 13:15 | Welcome and program |
| 13:15 - 13:45 | Test- und Trainingsdatengenerierung für die Objekterkennung im Bahnbereich Hans-Werner Wiesbrock (ITPower Solutions GmbH), Jürgen Großmann (Fraunhofer FOKUS), Dorian Knoblauch (Fraunhofer FOKUS), Roman Krajewski (ITPower Solutions GmbH), Nicolas Grube (ITPower Solutions GmbH) and Mariia Kucheiko (Fraunhofer FOKUS) |
| 13:45 - 14:15 | A Conceptual Framework for Production Process Parameter Optimization With Modular Hybrid Simulations Sylwia Olbrych (RWTH-Aachen), Marco Kemmerling (RWTH-Aachen), Hans Aoyang Zhou (RWTH-Aachen), Daniel Lütticke (RWTH-Aachen) and Robert H. Schmitt (RWTH-Aachen) |
| 14:15 - 14:45 | Forecasting Algae Growth using Attention LSTMs in photo-bioreactors Daniel Boiar (TU Dortmund), Nils Killich (TU Dortmund), Lukas Schulte (TU Dortmund), Victor Hernandez Moreno (Univisity Sydney), Jochen Deuse (TU Dortmund) and Thomas Liebig (TU Dortmund) |
| 14:45 - 15: 00 | Break |
| 15:00 - 15:30 | Evaluating Active Learning for Object Detection - the Importance of Score Accumulation Dominik Probst (HTW Berlin), Hasnain Raza (Hasty AI GmbH) and Erik Rodner (HTW Berlin) |
| 15:30 - 16:00 | Siamese Basis Function Networks for Data-efficient Defect Classification in Technical Domains Tobias Schlagenhauf (KIT), Faruk Yildirim (KIT) and Benedikt Brückner (Imperial College London) |
| 16:00 - 16:30 | How to categorize commits made on a source code management tool? Eric Chhor |
| 16:30 - 17:00 | Condition monitoring of a mechanical pulsatile heart support system via support-vector machine Mario Koddenbrock (GFaI Berlin) |
| 17:00 - 17:15 | Break |
| 17:15 - 17:45 | Technology tour at the GFaI (AI-Monitoring, Acoustic-Camera, WaveCam, Robotics) |
| 18:00 - 22:00 | Evening event |
| 27-Sep-22 | Zuse Day |
| 09:00 - 09:15 | Welcome and program |
| 09:15 - 09:45 | KI im Bundesrat – Abstimmungshilfe für Plenarsitzungen Miriam Schneider (GFaI Berlin) |
| 09:45 - 10:15 | Verwendung von Verfahren des maschinellen Lernens in der Qualiätssicherung zur Automatisierung der akustischen Resonanzprüfung Rouven Koslowski (GFaI Berlin), Matthias Urban (GFaI Berlin) and Yaron Brauner (Pexon Consulting GmbH) |
| 10:15 - 10:45 | Fast simulation response by a Simulation based Machine Learning (SMiLe) approach Youness Bami (Access e.V.), Yannik Luysberg (Access e.V.) and Juergen Jakumeit (Access e.V.) |
| 10:45 - 11:00 | Break |
| 11:00 - 11:30 | Qualitätsüberwachung in der additiven Materialextrusion unter Einsatz von Machine Learning Anne Rathje (IPH), Ronja Witt (RWTH-Aachen), Anna Lena Knott (RWTH-Aachen), Benjamin Küster (IPH), Malte Stonis (IPH), Ludger Overmeyer (Leibniz Universität Hannover) and Robert H. Schmitt (RWTH-Aachen) |
| 11:30 - 12:00 | Einsatz Bayes'scher Netze für die Überwachung des Spritzgießprozesses Jonathan Lambers (SKZ KFE gGmbH) |
| 12:00 - 12:30 | Mikrostrukturdatenbanken für maschinelles Lernen Dr. Grzegorz Korpala (MiViA Micro Visions Analysis Freiberg) |
| 12:30 - 12:45 | Goodbye |
PROGRAM COMMITTEE
| Alan Akbik (HU Berlin) |
| Benny Botsch (GFaI) |
| Wolfgang A. Halang (FernUniversität Hagen) |
| Daniel Herfert (GFaI) |
| Steffen Ihlenfeldt (TU Dresden) |
| Alfred Iwainsky (GFaI) |
| Jürgen Jakumeit (Access) |
| Mario Koddenbrock (GFaI) |
| Benjamin Küster (IPH) |
| Benjamin Noack (KIT) |
| Christof Puhle (GFaI) |
| Joachim Rauchfuß (BHT Berlin) |
| Jörg Reiff-Stephan (TH Wildau) |
| Erik Rodner (HTW Berlin) |
| Adrian Schischmanow (DLR) |
| Holger Schlingloff (HU Berlin) |
| Miriam Schneider (GFaI) |
| Gerd Stanke (GFaI) |