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Towards Industry 5.0: AAS/MLOps-Driven Model Maintenance for Data-Centric Production2025 International Conference on Informatics in Control, Automation and Robotics (ICINCO) conference-paper Engineering Digital Transformation in Industry Open access
Kiavash Fathi, Marcin Sadurski, Stefan Waskow, Tobias Kleinert, Hans Wernher van de Venn
0citations -
Purposeful decision-support with Digital Shadows: a model catalog architecture and its implementation for production scheduling in the injection molding domain2025 International Journal of Production Research article Engineering Digital Transformation in Industry Open access
Patrick Sapel, Aymen Gannouni, Anas Abdelrazeq, Christian Hopmann, Robert Heinrich Schmitt
2citations -
A blueprint description of production scheduling models using asset administration shells2024 Production & Manufacturing Research article Engineering Scheduling and Optimization Algorithms Open access
Aymen Gannouni, Patrick Sapel, Anas Abdelrazeq, Christian Hopmann, Robert Heinrich Schmitt
5citations -
Flame dynamics of an injection element operated with LOX/H2, LOX/CNG and LOX/LNG in a sub- and supercritical rocket combustor with large optical access2023 International Journal of Spray and Combustion Dynamics article Engineering Combustion and flame dynamics Open access
Jan Martin, Wolfgang Armbruster, Robert G. Stützer, Dmitry Suslov, Justin Steven Hardi, Michael Oschwald
14citations -
A Consistent Model for Short-Term Instability and Long-Term Retention in Filamentary Oxide-Based Memristive Devices2021 ACS Applied Materials & Interfaces article Engineering Advanced Memory and Neural Computing Open access
Nils Kopperberg, Stefan Wiefels, Sergej Liberda, Rainer M. Waser, Stephan Menzel
37citations -
Empirical Tunneling Model Describing the Retention of 2.5 Mb HfO2 based ReRAM2020 International Symposium on VLSI Technology, Systems and Applications (VLSI-TSA) conference-paper Engineering Advanced Memory and Neural Computing
Stefan Wiefels, U. Böttger, Stephan Menzel, Dirk J. Wouters, Rainer M. Waser
3citations -
Synaptogen: A Cross-Domain Generative Device Model for Large-Scale Neuromorphic Circuit Design2024 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access
Tyler Hennen, Leon Brackmann, Tobias Ziegler, Sebastian Siegel, Stephan Menzel, Rainer M. Waser, +2 more
3citations -
On the Application of the Particle Swarm Optimization to the Inverse Determination of Material Model Parameters for Cutting Simulations19citations
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Analog in-memory computing attention mechanism for fast and energy-efficient large language models2025 Nature Computational Science article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
30citations