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Field
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the simulation environment and perform training using large data sets. Scientific verification: you systematically verify the developed models with respect to robustness, physical limits, sensitivities and
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initio, and QM/MM dynamics simulations - Design of computational models of the catalytic nickel-iron center and its protein environment - Detailed analysis of structural aspects
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, in particular the semantic integration of the "Preliminary Engine Architecture" tool and the GTlab framework for Large Language Models (LLMs), as well as multi-agent architectures for the automated
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. To analyze and control thermoacoustic instabilities, we combine fluid mechanics, acoustics, and combustion with methods from control engineering, nonlinear dynamics, and data-driven modeling (machine learning
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learning models and data driven FEM simulation models for sheet metal forming processes. The position requires regular on-site presence at our institute in Aachen. The weekly working hours are at least 10
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simulation with system-level TEA and LCA, establishing a closed loop between process and system modeling Regulatory Frameworks and Energy Policy Assessment Analyze regulatory frameworks for hydrogen
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the representation of ocean circulation and physical processes influence biogeochemical simulations, and to identify model configurations that deliver the most robust biogeochemical performance. A particular focus of
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) Implementation and training of an imitation learning model to replicate human delivery manipulations Evaluation of generalization capabilities across different tools and placement locations Testing on the humanoid
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of the digital twin of the rSOC system. Validation on experimental and simulation data. Analysis of results: Potential comparison of different system models regarding performance, adaptability and real-time
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". The new seminar is intended as an introduction to the use of computer-based simulations in population health (e.g. based on Agent-Based Modeling or Systems Dynamics Modeling). To support the development and