Professur Maschinenelemente und Produktentwicklung

News-Blog

  • Resilience and sustainability assessment of industrial material and energy flows

    2. Juni 2026

    Florian Ahrens

    Every manufacturing company generates a continuous stream of operational documents like delivery receipts, energy invoices, fuel purchase records. These documents together hold a detailed picture of the company’s resource consumption, supply chain vulnerabilities and carbon footprint. In practice, this information rarely generates actionable insights for engineers. This project explores how LLM-based text analysis, combined with

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    Categories: SA-Programmierung, SA-Recherche
    Tags: BA, DA, HiWi, MA, SA
  • Neural Fields for Topology Optimization with Evaluator-based Training

    4. Mai 2026

    Leon Josef Stahr

    Neural Fields for Topology Optimization with Evaluator-based Training

    The task can be modified depending on the individual experience and goals! Neural Fields are a little known type of neural network, that act akin to functions. This makes them interesting for the application in topology optimization, since they do not depend on resolution. Their application could prove to be a pivotal advancement of AI

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    Categories: SA-Programmierung, SA-Recherche
    Tags: BA, DA, HiWi, MA, PA, SA
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