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Field
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. Choose yours: Multi-Agent Orchestration for Humanoid Robots: coordinate and localize multiple humanoid robots Sim-to-Real Transfer for Humanoid Robots: transfer behavior trained in simulation to the real
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-based reasoning. The goal is to move beyond isolated prediction models towards an integrated agentic system that can model patient trajectories, compare treatment strategies and generate transparent
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: investigation of ontology-based metadata models for the machine-readable description of model structures, workflows and parameter dependencies, as well as a multi-agent architecture (LLMs, Retrieval-Augmented
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material, energy and information flows. In our research group, we are developing the InSEEDS model (Integrated Social-Ecological rEsilient lanD Systems) , an agent-based World–Earth model developed with
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01.08.2026, Academic staff Three-year instustrial doctoral student position on agentic modernization of legacy enterprise systems. Employed by AUDI AG in Ingolstadt, supervised at TUM Heilbronn
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of LLM- and VLM-based methods for automotive software engineering Development of agentic AI systems with Human-in-the-Loop mechanisms for software development, testing, deployment, and maintenance Design
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Chair and Institute of Man-Machine Interaction | Aachen, Nordrhein Westfalen | Germany | 2 months ago
in applied artificial intelligence: in LLM-based assistance and agent systems, in knowledge provisioning, and in connecting language models with real tools and 3D simulation models. The focus is on
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learning-based surrogates for physical systems LLMs and scientific agents – large language models that autonomously reason, plan and execute scientific workflows AI for engineering design – LLM-driven agents
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agentic software can change the way scientists interact with complex imaging pipelines – for example, by allowing users to formulate analysis tasks at a high level while software agents orchestrate
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Directions AI for Scientific Computing Neural Operators and Learning-Based Surrogates LLMs and Scientific Agents Agentic AI for Engineering Design Multimodal Scientific AI Alignment and Verification