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Monday, Nov. 4th |
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13:50 - 14:00 |
Opening |
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14:00 - 15:30 |
Paper Session 1 chaired by TBA
- Bridging Hardware and Software Diagnosis: Leveraging Fault Signature Matrix and Spectrum-Based Fault Localization Similarities, by Louise Travé-Massuyès and Franz Wotawa
- AC: Challenges for Model-Based Diagnosis, by Ingo Pill and Johan de Kleer
- AC: MSO sets and MTES for dummies, by Maxence Glotin, Louise Travé-Massuyès and Elodie Chanthery
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15:30 - 16:00 |
Coffee Break |
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16:00 - 17:30 |
Paper Session 2 chaired by TBA
- A Hierarchical Monitoring and Diagnosis System for Autonomous Robots, by Gerald Steinbauer-Wagner, Leo Fürbaß, Marco De Bortoli and Louise Travé-Massuyès
- Leveraging Answer Set Programming for Continuous Monitoring, Fault Detection, and Explanation of Automated and Autonomous Driving Systems, by Lorenz Klampfl and Franz Wotawa
- A Model-Based Approach for Monitoring and Diagnosing Digital Twin Discrepancies, by Elaheh Hosseinkhani, Martin Leucker, Martin Sachenbacher, Hendrik Streichhahn and Lars Bernd Vosteen
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18:00 |
Welcome Reception |
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Tuesday, Nov. 5th |
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9:00 - 9:50 |
Combinatorial Methods beyond Testing: Optimizing Disaster Scenarios to Strengthen Disaster Preparedness and Resilience DX'24 keynote by Dimitris E. Simos, MATRIS Research Group Key Researcher, Applied Discrete Mathematics for Information Security research area, SBA Research |
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9:50 - 10:40 |
Rocket engine control through deep reinforcement learning DX'24 keynote by Günther Waxenegger-Wilfing, Professor of Intelligent Space and Energy Systems, University of Würzburg, Head of the Applied AI Group, DLR Institute of Space Propulsion |
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10:40 - 11:00 |
Coffee Break |
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11:00 - 13:00 |
Poster Session chaired by TBA
- Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions, by Avraham Natan, Roni Stern and Meir Kalech
- Usability of Symbolic Regression for Hybrid System Identification - System Classes and Parameters, by Swantje Plambeck, Maximilian Schmidt, Audine Subias, Louise Travé-Massuyès and Goerschwin Fey
- Using Multi-Modal LLMs to Create Models for Fault Diagnosis, by Silke Merkelbach, Alexander Diedrich, Anna Sztyber-Betley, Louise Travé-Massuyès, Elodie Chanthery, Oliver Niggemann and Roman Dumitrescu
- Data-Driven Diagnosis of Electrified Vehicles: Results From a Structured Literature Review, by Stan Muñoz Gutiérrez, Adil Mukhtar and Franz Wotawa
- Faster Diagnosis with Answer Set Programming, by Liliana Marie Prikler and Franz Wotawa
- Hyperplanes Based Zonotopic Contractor, by Rahma Bengamra, Soheib Fergani and Carine Jauberthie
- Test Selection for Diagnosing Multimode Systems, by Mattias Krysander and Fatemeh Hashemniya
- On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis, by Charles-Maxime Gauriat, Yannick Pencolé, Pauline Ribot and Gregory Brouillet
- FLEX: Fault Localization and Explanation Using Open-Source Large Language Models in Powertrain Systems, by Herbert Mühlburger and Franz Wotawa
- Achieving Complete Structural Test Coverage in Embedded Systems using Trace-based Monitoring, by Alexander Weiss, Albert Schulz, Martin Heininger, Martin Sachenbacher, and Martin Leucker
- Data-Driven RUL Prediction Using Performance Metrics, by Abel Diaz-Gonzalez, Austin Coursey, Marcos Quinones-Grueiro, Chetan S. Kulkarni and Gautam Biswas
- Detecting Soft Faults in Heat Pumps, by Birgit Hofer and Franz Wotawa
- Transformer-Based Signal Inference for Electrified Vehicle Powertrains, by Stan Muñoz Gutiérrez, Adil Mukhtar and Franz Wotawa
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13:00 - 14:00 |
Lunch |
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14:00 - 15:30 |
Paper Session 3 chaired by TBA
- Summary of A Lazy Approach to Neural Numerical Planning with Control Parameters, by René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich and Oliver Niggemann
- Summary of Sequence-Oriented Diagnosis of Discrete-Event Systems, by Gianfranco Lamperti, Stefano Trerotola, Marina Zanella and Xiangfu Zhao
- Summary of Randomized Problem-Relaxation Solving for Over-Constrained Schedules, by Patrick Rodler, Erich Teppan and Dietmar Jannach
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15:30 - 16:00 |
Coffee Break |
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16:00 - 17:30 |
Paper Session 4 chaired by TBA
- A Review of Fault Diagnosis Techniques Applied to Aircraft Air Data Sensors, by Lucas Gabriel Lima Lopes, Louise Travé-Massuyès, Carine Jauberthie and Guillaume Alcalay
- Quantifying the Sim-To-Real Gap in UAV Disturbance Rejection, by Austin Coursey, Marcos Quiñones-Grueiro, Luis Alvarez and Gautam Biswas
- Real-Time Sensor Fault Detection in Drones: A Correlation-Based Algorithmic Approach, by Inbal Roshanski, Magenya Roshanski and Meir Kalech
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Wednesday, Nov. 6th |
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9:00 - 10:00 |
Paper Session 5 chaired by TBA
- AC: A Study on Redundancy and Intrinsic Dimension for Data-Driven Fault Diagnosis, by Daniel Jung and David Axelsson
- Inferring Sensor Placement Using Critical Pairs and Satisfiability Modulo Theory, by Alexander Diedrich, René Heesch, Marco Bozzano, Björn Ludwig, Alessandro Cimatti and Oliver Niggemann
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10:00 - 10:30 |
Coffee Break |
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10:30 - 12:00 |
Paper Session 6, chaired by TBA
- Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research, by Daniel Vranješ, Jonas Ehrhardt, René Heesch, Lukas Moddemann, Henrik Sebastian Steude and Oliver Niggemann
- Simulation-Based Diagnosis for Cyber-Physical Systems - A General Approach and Case Study on a Dual Three-Phase E-Machine, by David Kaufmann, Franz Wotawa and Matus Kozovsky
- Property Learning-Based Fault Detection for Liquid Propellant Rocket Engine Control Systems, by Andrea Urgolo, Ingo Pill, Günther Waxenegger-Wilfing and Manuel Freiberger
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12:00 - 13:00 |
Business Meeting chaired by Ingo Pill |
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13:00 - 14:00 |
Lunch |
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14:00 - 18:00 |
Social Event |
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18:00 |
Banquet Dinner |
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Thursday, Nov. 7th |
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9:00 - 10:00 |
Sustainability at Siemens - Scaling sustainability impact DX'24 keynote by Sophie Rogenhofer, Product Configuration Expert, Project Manager, Siemens Foundational Technology, Data Analytics and AI |
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10:00 - 10:30 |
Coffee Break |
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10:30 - 12:30 |
Paper Session 7 chaired by TBA
- AC: Diagnosing Multi-Agent STRIPS Plans, by Avraham Natan, Roni Stern, Meir Kalech, William Yeoh and Tran Cao Son
- Minimalist Diagnosis of Discrete-Event Systems, by Gianfranco Lamperti and Marina Zanella
- Leveraging Causal Information for Multivariate Timeseries Anomaly Detection, by Lukas Heppel, Andreas Gerhardus, Ferdinand Rewicki, Jan Deeken and Günther Waxenegger-Wilfing
- One-Class Classification and Cluster Ensembles for Anomaly Detection and Diagnosis in Multivariate Time Series Data, by Adil Mukhtar, Thomas Hirsch and Gerald Schweiger
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12:30 - 13:00 |
Closing |
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13:00 - 14:00 |
Lunch |
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