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Interpretation of the DOME Recommendations for Machine Learning in Proteomics and Metabolomics2022 Journal of Proteome Research article Chemistry Advanced Proteomics Techniques and Applications Open access
Magnus Palmblad, Sebastian Böcker, Sven Degroeve, Oliver Kohlbacher, Lukas Käll, William Stafford Noble, +1 more
16citations -
The quality of reporting in cardiac MRI artificial intelligence segmentation studies - a systematic review2022 European Heart Journal - Cardiovascular Imaging article Medicine Artificial Intelligence in Healthcare and Education Open access
Samer Alabed, Ahmed Maiter, Mahan Salehi, Sam Jenkins, Michael J. Sharkey, Vera Rakocevic, +7 more
1citations -
The Potential of Hybrid Mechanistic/Data‐Driven Approaches for Reduced Dynamic Modeling: Application to Distillation Columns2020 Chemie Ingenieur Technik article Physics and Astronomy Model Reduction and Neural Networks Open access
Pascal M. Schäfer, Adrian Caspari, Artur M. Schweidtmann, Yannic Vaupel, Adel Mhamdi, Alexander Mitsos
24citations -
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 -
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 -
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 -
Wind of change: retrieving exoplanet atmospheric winds from high-resolution spectroscopy2020 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Stellar, planetary, and galactic studies
J. V. Seidel, David Ehrenreich, Lorenzo Pino, Vincent Bourrier, B. Lavie, Romain Allart, +2 more
66citations -
INSIGHT: An integrated framework for safe and sustainable chemical and material assessment2025 Computational and Structural Biotechnology Journal article Environmental Science Chemistry and Chemical Engineering Open access
Angela Serra, Dimitrios Zouraris, Alexandra Schaffert, Marcella Torres Maia, Periklis Tsiros, Ishita Virmani, +44 more
24citations