Alexander Diedrich

According to our database, Alexander Diedrich authored at least 25 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Solving industrial fault diagnosis problems with quantum computers.

Alexander Diedrich, Stefan Windmann, Oliver Niggemann

Quantum Mach. Intell., December, 2024

Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis (Dagstuhl Seminar 24031).

Alessandro Cimatti, Ingo Pill, Alexander Diedrich

Dagstuhl Reports, 2024

AAAI Workshop on AI Planning for Cyber-Physical Systems - CAIPI24.

Oliver Niggemann, Gautam Biswas, Alexander Diedrich, Jonas Ehrhardt, René Heesch, Niklas Widulle

CoRR, 2024

Extracting Knowledge using Machine Learning for Anomaly Detection and Root-Cause Diagnosis.

Lukas Moddemann, Henrik Sebastian Steude, Alexander Diedrich, Ingo Pill, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Using Ontologies to Create Logical System Descriptions for Fault Diagnosis.

Björn Ludwig, Alexander Diedrich, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Using Modular Neural Networks for Anomaly Detection in Cyber-Physical Systems.

Jonas Ehrhardt, Phillip Johann Overlöper, Daniel Vranjes, Henrik S. Steude, Alexander Diedrich, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

A Lazy Approach to Neural Numerical Planning with Control Parameters.

René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Using Multi-Modal LLMs to Create Models for Fault Diagnosis (Short Paper).

Silke Merkelbach, Alexander Diedrich, Anna Sztyber-Betley, Louise Travé-Massuyès, Elodie Chanthery, Oliver Niggemann, Roman Dumitrescu

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

Summary of "A Lazy Approach to Neural Numerical Planning with Control Parameters" (Extended Abstract).

René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

Inferring Sensor Placement Using Critical Pairs and Satisfiability Modulo Theory.

Alexander Diedrich, René Heesch, Marco Bozzano, Björn Ludwig, Alessandro Cimatti, Oliver Niggemann

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

2023

On Diagnosing Cyber-Physical Systems.

Alexander Diedrich

PhD thesis, 2023

Diagnosis driven Anomaly Detection for CPS.

Henrik S. Steude, Lukas Moddemann, Alexander Diedrich, Jonas Ehrhardt, Oliver Niggemann

CoRR, 2023

Discret2Di - Deep Learning based Discretization for Model-based Diagnosis.

Lukas Moddemann, Henrik Sebastian Steude, Alexander Diedrich, Oliver Niggemann

CoRR, 2023

2022

On Residual-based Diagnosis of Physical Systems.

Alexander Diedrich, Oliver Niggemann

Eng. Appl. Artif. Intell., 2022

ServiceNavigator - A Bayesian Assistance System for Diagnosing Industrial Production Systems.

Alexander Diedrich, Patrick Deutschmann, Caroline Junker

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.

Kaja Balzereit, Alexander Diedrich, Daniel Kubus, Jonas Ginster, Andreas Bunte

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

An AI benchmark for Diagnosis, Reconfiguration & Planning.

Jonas Ehrhardt, Malte Ramonat, René Heesch, Kaja Balzereit, Alexander Diedrich, Oliver Niggemann

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021

An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.

Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

A Generic DigitalTwin Model for Artificial Intelligence Applications.

Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

2020

The DigitalTwin from an Artificial Intelligence Perspective.

Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven

CoRR, 2020

2019

Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory.

Alexander Diedrich, Alexander Maier, Oliver Niggemann

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Diagnosing Hybrid Cyber-Physical Systems using State-Space Models and Satisfiability Modulo Theory.

Alexander Diedrich, Oliver Niggemann

Proceedings of the 29th International Workshop on Principles of Diagnosis co-located with 10th IFAC Symposium on Fault Detection, 2018

2016

Exposing Design Mistakes During Requirements Engineering by Solving Constraint Satisfaction Problems to Obtain Minimum Correction Subsets.

Alexander Diedrich, Björn Böttcher, Oliver Niggemann

Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Integrating semantics for diagnosis of manufacturing systems.

Andreas Bunte, Alexander Diedrich, Oliver Niggemann

Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015

Kognitive Architektur zum Konzeptlernen in technischen Systemen.

Alexander Diedrich, Andreas Bunte, Alexander Maier, Oliver Niggemann

Proceedings of the Machine Learning for Cyber Physical Systems, 2015