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divided into four areas with respective subgroups: »Optimization« »Processes and Materials« »Mathematics for Vehicles, Systems, and Plants« »Analytics and Computing« What you contribute You have completed
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-generation computing and quantum computing are future-oriented topics that our researchers are working on. Our institute is divided into four areas, each with its own subgroups: » Optimization« » Processes and
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researchers are working on. Our research fields are in the following areas - Fraunhofer ITWM »Optimization« »Processes and materials« »Mathematics for vehicles, systems, and plants« »Analytics and computing
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linkages based on numerical simulations and to transform them into AI- and ML-ready information to develop and implement an indirect inverse optimization framework to identify microstructures that exhibit
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on model surfaces In situ and operando (surface) X-ray scattering studies of catalyst/polymer interfaces Design, optimization, and testing/benchmarking of reactors for in situ and operando studies
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cells and bipolar flow and non-flow batteries. An interdisciplinary team of engineers, chemists, and materials scientists works together to optimize stack-based systems with a focus on efficiency, power
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, including Large Language Models (LLMs), agent-based systems, and Retrieval-Augmented Generation (RAG). Practical expertise in training and optimizing neural networks on high-performance (GPU-enabled
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-following inverters. Implementing and optimizing scalable algorithms for transient and stability analyses on HPC architectures (CPU, GPU, hybrid). Enhancing the numerical robustness and efficiency of existing
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methods (e.g. CO2, KOH) Synthesis of carbon nanofiber-based composite materials Assembly and operation of the electrochemical measurement cell Testing and optimization of different cell parameters Charging
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processes based on CO2 and other carbon-rich waste streams enable net-zero CO2-conversions into valuable chemicals. This project aims to design, integrate and optimize metabolic pathways in an engineered C