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Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron
341citations -
The Culture Dataspace (Datenraum Kultur) – a Data-Sovereign Open-Source Digital Infrastructure based on the Eclipse Dataspace Components (EDC) Framework2citations
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B1 field map synthesis with generative deep learning used in the design of parallel-transmit RF pulses for ultra-high field MRI2022 Zeitschrift für Medizinische Physik article Medicine Advanced MRI Techniques and Applications Open access cited by 1 patent
Boris Eberhardt, Benedikt Andreas Poser, Nadim Jon Shah, Jörg Felder
11citations -
A chance for models to show their quality: Stochastic process model-log dimensions2024 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access
Adam T. Burke, Sander J. J. Leemans, Moe Thandar Wynn, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede
6citations -
Modelling Concept Drift in Dynamic Data Streams for Recommender Systems2024 ACM Transactions on Recommender Systems article Computer Science Recommender Systems and Techniques Open access
Luciano Caroprese, Francesco Sergio Pisani, Bruno Veloso, Giuseppe Manco, Holger H. Hoos, João Manuel Portela da Gama
7citations -
Water Isotope Model Intercomparison Project (WisoMIP): Present‐Day Climate2026 Journal of Geophysical Research Atmospheres article Environmental Science Climate variability and models Open access
Hayoung Bong, Allegra N. LeGrande, Sylvia Genevieve Dee, Jiang Zhu, Alexandre Cauquoin, Richard P. Fiorella, +22 more
11citations -
An Expert Guide to Planning Experimental Tasks For Evidence-Accumulation Modeling2025 Advances in Methods and Practices in Psychological Science article Decision Sciences Decision-Making and Behavioral Economics Open access
Russell James Boag, Reilly James Innes, Niek Stevenson, Giwon Bahg, Jerome R. Busemeyer, Gregory E. Cox, +31 more
18citations -
Integrating Pharmacokinetics and Quantitative Systems Pharmacology Approaches in Generative Drug Design2025 Journal of Chemical Information and Modeling article Pharmacology, Toxicology and Pharmaceutics Computational Drug Discovery Methods Open access
Helle W. van den Maagdenberg, Jikke de Mol van Otterloo, J. G. Coen van Hasselt, Piet H. van der Graaf, Gerard J. P. van Westen
13citations -
Joint Power and Data Allocation in Multi-Carrier Full-Duplex Relaying Networks Operating With Finite Blocklength Codes2021 IEEE Transactions on Wireless Communications article Engineering Full-Duplex Wireless Communications
Xiaopeng Yuan, Yulin Hu, Bo Li, Eduard Axel Jorswieck, Anke Schmeink
18citations -
Bayesian experimental design in production engineering: a comprehensive performance and robustness study2026 Frontiers in Manufacturing Technology article Decision Sciences Optimal Experimental Design Methods Open access
Lars Leyendecker, Ana Maria Gonzalez Degetau, Katharina Bata, Jessica Emonts, Angela Schmitz, Robert Heinrich Schmitt
0citations -
Development and external validation of a novel prediction model for the TraumaTriage App2026 European Journal of Trauma and Emergency Surgery article Medicine Trauma and Emergency Care Studies Open access
Max Gulickx, Robin D. Lokerman, Rogier van der Sluijs, Rinske M. Tuinema, Risco van Vliet, Falco Hietbrink, +2 more
0citations -
Generating environmental sampling and testing data for micro- and nanoplastics for use in life cycle impact assessment2022 The Science of The Total Environment article Environmental Science Microplastics and Plastic Pollution Open access
Cecilia Askham, Valentina H. Pauna, Anne‐Marie Boulay, Peter Fantke, Olivier Jolliet, Jérôme Lavoie, +7 more
37citations -
Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction2022 Physics in Medicine and Biology article Medicine Advanced MRI Techniques and Applications Open access
Dimitrios Karkalousos, Samantha Noteboom, Hanneke E. Hulst, Franciscus M. Vos, Matthan W.A. Caan
13citations