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View article: Phosphate conversion process on Al–Si-coated steel: characterization and impact on the heat-treatment performance
Phosphate conversion process on Al–Si-coated steel: characterization and impact on the heat-treatment performance Open
Phosphating Al–Si-coated steel significantly increases the heating efficiency in hot-stamping processes. During heat treatment, the phosphate layer reacts with the coating, forming ZnAl 2 O 4 and AlPO 4 .
View article: Improving the Validation of Automotive Self-Learning Systems through the Synergy of Scenario-Based Testing and Metamorphic Relations
Improving the Validation of Automotive Self-Learning Systems through the Synergy of Scenario-Based Testing and Metamorphic Relations Open
Numerous applications in our everyday life use artificial intelligence (AI) methods for speech and image recognition, as well as the recognition of human behavior. Especially the latter application represents an interesting research field …
View article: Context-Aware Security for Vehicles and Fleets: A Survey
Context-Aware Security for Vehicles and Fleets: A Survey Open
Vehicles are becoming increasingly intelligent and connected. Interfaces for communication with the vehicle, such as WiFi and 5G, enable seamless integration into the user’s life, but also cyber attacks on the vehicle. Therefore, research …
View article: QUA³CK - A Machine Learning Development Process
QUA³CK - A Machine Learning Development Process Open
Machine learning and data processing are trending topics at the moment. However, there is still alack of a standard process to support a fast, simple, and effective development of machine learningmodels for academia and industry combined. …
View article: TalkyCars: A Distributed Software Platform for Cooperative Perception among Connected Autonomous Vehicles based on Cellular-V2X Communication
TalkyCars: A Distributed Software Platform for Cooperative Perception among Connected Autonomous Vehicles based on Cellular-V2X Communication Open
Autonomous vehicles are required to operate among highly mixed traffic during their early market-introduction phase, solely relying on local sensory with limited range. Exhaustively comprehending and navigating complex urban environments i…
View article: Applied Machine Learning: Reconstruction of Spectral Data for the Classification of Oil-Quality Levels
Applied Machine Learning: Reconstruction of Spectral Data for the Classification of Oil-Quality Levels Open
In modern complex systems and machines - e.g., automobiles or construction vehicles - different versions of a "Condition Based Service" (CBS) are deployed for maintenance and supervision. According to the current state of the art, CBS is f…