227 citations
- University of StuttgartDE59 papers
- Max Planck Institute for Intelligent SystemsDE4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Heidelberg UniversityDE3 papers
- Baden-Wuerttemberg Cooperative State UniversityDE2 papers
- British Astronomical AssociationGB2 papers
- Center for Integrated Quantum Science and TechnologyDE2 papers
- Graz University of TechnologyAT2 papers
- Jet Propulsion LaboratoryUS2 papers
- Kirchhoff (Germany)DE2 papers
- Max Planck Institute for Solid State ResearchDE2 papers
- Planetary Science InstituteUS2 papers
8 papers · 1 filter
Evaluating Hardware Abstraction Layer Concepts for Software Defined Vehicles: Insights into Applicability and Effectiveness
Akshay Narla, Johannes Stümpfle, Souvik Saha +2
The emergence of Software-Defined Vehicles represents a fundamental shift in automotive design, prioritizing software-centric architectures over traditional hardware-driven models.…
AI-assisted JSON Schema Creation and Mapping
Felix Neubauer, Jürgen Pleiss, Benjamin Uekermann
Model-Driven Engineering (MDE) places models at the core of system and data engineering processes. In the context of research data, these models are typically expressed as schemas…
Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems
Dominik Braun, Nasser Jazdi, Wolfgang Schloegl +1
The Digital Twin is a well-known concept of industry 4.0 and is the cyber part of a cyber-physical production system providing several benefits such as virtual commissioning or pre…
Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository
Lukas Heiland, Marius Hauser, Justus Bogner
Systems with artificial intelligence components, so-called AI-based systems, have gained considerable attention recently. However, many organizations have issues with achieving pro…
A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems
Dominik Braun, Timo Müller, Nada Sahlab +3
The creation of a Digital Twin for existing manufacturing systems, so-called brownfield systems, is a challenging task due to the needed expert knowledge about the structure of bro…
Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study
Justus Bogner, Roberto Verdecchia, Ilias Gerostathopoulos
Background: With the rising popularity of Artificial Intelligence (AI), there is a growing need to build large and complex AI-based systems in a cost-effective and manageable way.…