Digital engineering (assistance systems in product development, knowledge-based design, knowledge-based product simulation, systems engineering, VR/AR)
Plausibility checking and singularity detection in FE simulations using deep learning
Ontologies in the context of AI as a basic structure for knowledge-based systems in product development (data and text mining)
Automated adaptation design of mechatronic products (data mining, machine learning, system modeling)
Categorization of data-driven technologies for product development
Simultaneous development of a self-learning assistance system
Assistance system for noise-reduced design of rotating machines (machine learning to predict tonalities)
AI-based generation of depth of field
Integrated tolerance management
Tolerance specification by means of ontologies
Metamodels for predicting the geometric accuracy of additively manufactured components
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