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Fakultät für Informatik
Automated Quality Assurance

Simon Dierl, M.Sc.

E-Mail​​​​
simon.dierltu-dortmundde

Phone
(+49)231 755-7543

Office
TU Dortmund
Department for Computer Science
Otto-Hahn-Straße 12
44227 Dortmund
Room 2.008

Consultation Hours
By appointment

Links
ORCID
Google Scholar

Publications

2024

Scalable Tree-based Register Automata Learning
Simon Dierl , Paul Fiterau-Brostean, Falk Howar, Bengt Jonsson, Konstantinos Sagonas, Fredrik Tåquist
In:  Tools and Algorithms for the Construction and Analysis of Systems (TACAS 2024)
DOI: https://doi.org/10.1007/978-3-031-57249-4_5
Preprint

2023

Learning Symbolic Timed Models from Concrete Timed Data
Simon Dierl, Falk Maria Howar, Sean Kauffman, Martin Kristjansen, Kim Guldstrand Larsen, Florian Lorber, Malte Mauritz
In: NASA Formal Methods (NFM 2023)
DOI: https://doi.org/0.1007/978-3-031-33170-1_7
Preprint

Interpretable Anomaly Detection via Discrete Optimization
Simon Lutz, Florian Wittbold, Simon Dierl, Benedikt Böing, Falk Howar, Barbara König, Emmanuel Müller, and Daniel Neider
arXiv:2303.14111
DOI: https://doi.org/10.48550/arXiv.2303.14111
Preprint

2022

Do Away with the Frankensteinian Programs! A Proposal for a Genuine SE Education
Simon Dierl, Falk Howar, Malte Mues, Stefan Naujokat, Till Schallau
In: Third International Workshop on Software Engineering Education for the Next Generation (SEENG 2021) 
DOI: https://doi.org/10.1109/SEENG53126.2021.00012
Preprint

Reach on Register Automata via History Independence
Simon Dierl and Falk Howar
In: Tests and Proofs (TAP 2022)
DOI: https://doi.org/10.1007/978-3-031-09827-7_2
Preprint

SPouT: Symbolic Path Recording During Testing - A Concolic Executor for the JVM
Malte Mues, Falk Howar, and Simon Dierl
In: Software Engineering and Formal Methods (SEFM 2022)
DOI: https://doi.org/10.1007/978-3-031-17108-6_6
Preprint

2021

A Taxonomy and Reductions for Common Register Automata Formalisms
Simon Dierl and Falk Howar
In: Model Checking, Synthesis, and Learning
DOI: https://doi.org/10.1007/978-3-030-91384-7_10
Preprint

2019

Spectrum-Based Fault Localization in Deployed Embedded Systems with Driver Interaction Models
Ulrich Thomas Gabor, Simon Dierl, and Olaf Spinczyk
In: Computer Safety, Reliability, and Security (SAFECOMP 2019)
DOI: https://doi.org/10.1007/978-3-030-26601-1_7
Preprint

Open Theses

Current Theses

Accelerating the Embedded Software Development Process with Continuous Hardware-in-the-Loop Testing
Bachelor thesis

Supervised Theses

2024
Processing Counterexamples in Active Learning of Register Automata
Master thesis
Investigating the Performance of Centralized Task Allocation in Autonomous Mobile Robot Systems
Master thesis
2023
Aspektorientierte Programmierung mit dem polyglotten Instrumentierungswerkzeug GraalVM Insight
Bachelor thesis
2022
OCI-based Vulnerability Containers with Metadata for Automated Evaluation of Security Analysis Tools
Bachelor thesis
Ein Truffle-Instrument zur dynamischen symbolischen Analyse von LLVM IR Bitcode in der GraalVM
Master thesis
2021
Metaheuristische Optimierung von Reglern zur lateralen und longitudinalen Steuerung eines autonomen Rennwagens
Bachelor thesis
Passives Erlernen von Verhaltensmodellen von Java-Komponenten unter Berücksichtigung externer Einflüsse
Bachelor thesis
Quantitative Untersuchung einer Laufzeit-Anomalieerkennung auf Basis erlernter Automaten
Bachelor thesis
2020
Skalierbare symbolische Ausführung durch strategiegewahre Parallelisierung
Bachelor thesis
2019
Entwicklung und Test von Sensor Fusion zur Unterstütung von Fahrassistenzystemen
Bachelor thesis
Explainable Vulnerability Detection on Abstract Syntax Trees with Arithmetic, LSTM-based Neural Networks
Master thesis
Entwurf und Implementierung eines autonomen Einparkassistenten
Bachelor thesis
Entwicklung und Test von Sensor Fusion zur Unterstützung von Fahrassistenzsystemen
Bachelor thesis