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Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems2021 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access
Amon Göppert, Lea Grahn, Jonas Rachner, Dennis Grunert, Simon Hort, Robert Heinrich Schmitt
95citations -
6 × 2 pt: Forecasting gains from joint weak lensing and galaxy clustering analyses with spectroscopic-photometric galaxy cross-correlations2025 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Harry Johnston, Nora Elisa Chisari, Shahab Joudaki, Robert Reischke, Benjamin Stölzner, Arthur Loureiro, +22 more
8citations -
6 × 2 pt: Forecasting gains from joint weak lensing and galaxy clustering analyses with spectroscopic-photometric galaxy cross-correlations2025 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Cosmology and Gravitation Theories Open access
Harry Johnston, Nora Elisa Chisari, Shahab Joudaki, Robert Reischke, Benjamin Stölzner, Arthur Loureiro, +22 more
0citations -
Design Elements of a Platform-Based Ecosystem for Industry Applications2023 Interdisciplinary excellence accelerator series book-chapter Business, Management and Accounting Digital Platforms and Economics Open access
Annika Becker, Ester Christou, Roman Flaig, Leon Gorißen, Christian Hinke, István Koren, +6 more
1citations -
Design Elements of a Platform-Based Ecosystem for Industry Applications2023 Interdisciplinary excellence accelerator series book-chapter Business, Management and Accounting Digital Platforms and Economics Open access
Annika Becker, Ester Christou, Roman Flaig, Leon Gorißen, Christian Hinke, István Koren, +6 more
0citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
8citations -
From Prose to Prototype: Synthesising Executable UML Models from Natural Language2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) conference-paper Computer Science Model-Driven Software Engineering Techniques Open access
Guus J. Ramackers, Pepijn Griffioen, Martijn B. J. Schouten, Michel R. V. Chaudron
8citations -
Search for quantum gravity using astrophysical neutrino flavour with IceCube2023 International Cosmic Ray Conference conference-paper Physics and Astronomy Neutrino Physics Research Open access
Carlos A. Argüelles, Kareem Ramadan Farrag, T. Katori, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, +93 more
2citations -
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access
Christian Internò, Elena Raponi, Markus Olhofer, Ali Raza, Thomas Bäck, Yaochu Jin, +1 more
5citations