Alexander Diedrich

34 papers A* 1A 1C 11Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
On validating propositional logic system descriptions for fault diagnosis.
Eng. Appl. Artif. Intell.
Alexander Diedrich, Lukas Moddemann, Oliver Niggemann
2025 C conf
Are Diagnostic Concepts Within the Reach of LLMs?
DX
Anna Sztyber-Betley, Elodie Chanthery, Louise Travé-Massuyès, Silke Merkelbach, Karol Kukla, Maxence Glotin, Alexander Diedrich, Oliver Niggemann
2025 J jnl
Data Driven Diagnosis for Large Cyber-Physical-Systems with Minimal Prior Information.
CoRR
Henrik Sebastian Steude, Alexander Diedrich, Ingo Pill, Lukas Moddemann, Daniel Vranjes, Oliver Niggemann
2025 — conf
Evaluating Large Language Models for Real-World Engineering Tasks.
AI (1)
René Heesch, Sebastian Eilermann, Alexander Windmann, Alexander Diedrich, Oliver Niggemann
2025 J jnl
Evaluating Large Language Models for Real-World Engineering Tasks.
CoRR
René Heesch, Sebastian Eilermann, Alexander Windmann, Alexander Diedrich, Philipp Rosenthal, Oliver Niggemann
2025 — conf
Learning Sound and Complete Preconditions in Complex Real-World Domains.
CAIPI@ECAI
René Heesch, Björn Ludwig, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2025 J jnl
Modeling Cyber-Physical Systems for Fault Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst.
Alexander Diedrich, Mattias Krysander, René Heesch, Oliver Niggemann
2025 — ed.
Proceedings of the ECAI Workshop on AI-based Planning for Complex Real-World Applications (CAIPI 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025.
CAIPI@ECAI
Oliver Niggemann, Gautam Biswas, Andrea Micheli, René Heesch, Alexander Diedrich, Jonas Ehrhardt, Niklas Widulle
2025 C conf
The HAI-CPPS Benchmark: Evaluating AI Capabilities across Hybrid Data Spaces.
ETFA
Lukas Moddemann, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2024 A conf
A Lazy Approach to Neural Numerical Planning with Control Parameters.
ECAI
René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2024 J jnl
AAAI Workshop on AI Planning for Cyber-Physical Systems - CAIPI24.
CoRR
Oliver Niggemann, Gautam Biswas, Alexander Diedrich, Jonas Ehrhardt, René Heesch, Niklas Widulle
2024 C conf
Extracting Knowledge using Machine Learning for Anomaly Detection and Root-Cause Diagnosis.
ETFA
Lukas Moddemann, Henrik Sebastian Steude, Alexander Diedrich, Ingo Pill, Oliver Niggemann
2024 J jnl
Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis (Dagstuhl Seminar 24031).
Dagstuhl Reports
Alessandro Cimatti, Ingo Pill, Alexander Diedrich
2024 C conf
Inferring Sensor Placement Using Critical Pairs and Satisfiability Modulo Theory.
DX
Alexander Diedrich, René Heesch, Marco Bozzano, Björn Ludwig, Alessandro Cimatti, Oliver Niggemann
2024 J jnl
Solving industrial fault diagnosis problems with quantum computers.
Quantum Mach. Intell.
Alexander Diedrich, Stefan Windmann, Oliver Niggemann
2024 C conf
Summary of "A Lazy Approach to Neural Numerical Planning with Control Parameters" (Extended Abstract).
DX
René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2024 C conf
Using Modular Neural Networks for Anomaly Detection in Cyber-Physical Systems.
ETFA
Jonas Ehrhardt, Phillip Johann Overlöper, Daniel Vranjes, Henrik S. Steude, Alexander Diedrich, Oliver Niggemann
2024 C conf
Using Multi-Modal LLMs to Create Models for Fault Diagnosis (Short Paper).
DX
Silke Merkelbach, Alexander Diedrich, Anna Sztyber-Betley, Louise Travé-Massuyès, Elodie Chanthery, Oliver Niggemann, Roman Dumitrescu
2024 C conf
Using Ontologies to Create Logical System Descriptions for Fault Diagnosis.
ETFA
Björn Ludwig, Alexander Diedrich, Oliver Niggemann
2023 J jnl
Diagnosis driven Anomaly Detection for CPS.
CoRR
Henrik S. Steude, Lukas Moddemann, Alexander Diedrich, Jonas Ehrhardt, Oliver Niggemann
2023 J jnl
Discret2Di - Deep Learning based Discretization for Model-based Diagnosis.
CoRR
Lukas Moddemann, Henrik Sebastian Steude, Alexander Diedrich, Oliver Niggemann
2023 — —
On Diagnosing Cyber-Physical Systems.
Alexander Diedrich
2022 C conf
An AI benchmark for Diagnosis, Reconfiguration & Planning.
ETFA
Jonas Ehrhardt, Malte Ramonat, René Heesch, Kaja Balzereit, Alexander Diedrich, Oliver Niggemann
2022 — conf
Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.
ICPS
Kaja Balzereit, Alexander Diedrich, Daniel Kubus, Jonas Ginster, Andreas Bunte
2022 J jnl
On Residual-based Diagnosis of Physical Systems.
Eng. Appl. Artif. Intell.
Alexander Diedrich, Oliver Niggemann
2022 — conf
ServiceNavigator - A Bayesian Assistance System for Diagnosing Industrial Production Systems.
ICPS
Alexander Diedrich, Patrick Deutschmann, Caroline Junker
2021 — conf
A Generic DigitalTwin Model for Artificial Intelligence Applications.
ICPS
Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven
2021 C conf
An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.
INDIN
Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann
2020 J jnl
The DigitalTwin from an Artificial Intelligence Perspective.
CoRR
Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven
2019 A* conf
Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory.
AAAI
Alexander Diedrich, Alexander Maier, Oliver Niggemann
2018 — conf
Diagnosing Hybrid Cyber-Physical Systems using State-Space Models and Satisfiability Modulo Theory.
DX
Alexander Diedrich, Oliver Niggemann
2016 — conf
Exposing Design Mistakes During Requirements Engineering by Solving Constraint Satisfaction Problems to Obtain Minimum Correction Subsets.
ICAART (2)
Alexander Diedrich, Björn Böttcher, Oliver Niggemann
2016 C conf
Integrating semantics for diagnosis of manufacturing systems.
ETFA
Andreas Bunte, Alexander Diedrich, Oliver Niggemann
2015 — conf
Kognitive Architektur zum Konzeptlernen in technischen Systemen.
ML4CPS
Alexander Diedrich, Andreas Bunte, Alexander Maier, Oliver Niggemann