Combined learning processes for injection moulding based on simulation and experimental data

• Digitale Methoden als Enabler der kreislauffähigen Wertschöpfung von Kunststoffen

  2026 Springer eBooks book-chapter Business, Management and Accounting Sustainable Supply Chain Management Open access

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• Comparing pretraining methods with different fidelities for a 2D cooling problem in injection molding

  2025 Journal of Polymer Engineering article Physics and Astronomy Model Reduction and Neural Networks

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• Inverse modeling of process parameters from data to predict the cooling behavior in injection molding

  2025 Journal of Manufacturing Processes article Physics and Astronomy Model Reduction and Neural Networks

  8

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• Comparison of Hybrid Machine Learning Approaches for Surrogate Modeling Part Shrinkage in Injection Molding

  2024 Polymers article Engineering Injection Molding Process and Properties Open access

  13

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• Internet of Production: Challenges, Potentials, and Benefits for Production Processes due to Novel Methods in Digitalization

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

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• Internet of Production: Challenges, Potentials, and Benefits for Production Processes due to Novel Methods in Digitalization

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  1

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• Digitization in the Plastics Processing

  2023 Springer eBooks book-chapter Engineering Digital Transformation in Industry

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• Digitalisierung in der Kunststoffverarbeitung

  2021 Springer eBooks book-chapter Engineering Digital Transformation in Industry

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• Comparison of design of experiment methods for modeling injection molding experiments using artificial neural networks

  2020 Journal of Manufacturing Processes article Decision Sciences Optimal Experimental Design Methods

  44

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• Privacy-Preserving Production Process Parameter Exchange

  2020 Annual Computer Security Applications Conference conference-paper Computer Science Privacy-Preserving Technologies in Data

  22

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• Model-Driven Development of a Digital Twin for Injection Molding

  2020 Lecture notes in computer science conference-paper Engineering Digital Transformation in Industry Open access

  99

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11 results