Search Results for author: Bernhard Rumpe

Found 3 papers, 0 papers with code

Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE

no code implementations16 Nov 2022 Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister

Systems engineering, in particular in the automotive domain, needs to cope with the massively increasing numbers of requirements that arise during the development process.

Few-Shot Learning Language Modelling +1

MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat

no code implementations15 Sep 2022 Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger

In this paper, we propose to adopt the MDE paradigm for the development of Machine Learning (ML)-enabled software systems with a focus on the Internet of Things (IoT) domain.

AutoML

Self-Adaptive Manufacturing with Digital Twins

no code implementations22 Mar 2021 Tim Bolender, Gereon Bürvenich, Manuela Dalibor, Bernhard Rumpe, Andreas Wortmann

Digital Twins are part of the vision of Industry 4. 0 to represent, control, predict, and optimize the behavior of Cyber-Physical Production Systems (CPPSs).

Cannot find the paper you are looking for? You can Submit a new open access paper.