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Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
Quantum Log-Determinant Methods for Torsion-Sensitive Topological Data Analysis2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Dimitrios Thanos, Caesnan M. G. Leditto, Adam Wesołowski, Andreea-Iulia Lefterovici, Mahtab Yaghubi Rad
0citations -
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges
3citations -
Coupled process chain modelling to minimise the earing formation in industrially rolled aluminium strips for beverage can production using data-based methods2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access
Nilesh Thakare, Kai F. Karhausen, Hans-Reimund Müller, Emad Scharifi, David Benjamin Bailly
1citations -
A system modeling process based on SysML to support data consistency across system requirement, function, and solution model layers2023 Journal of Engineering Design article Engineering Systems Engineering Methodologies and Applications
Yizhe Zhang, Georg Jacobs, Wei Yu, Gregor Höpfner, Joerg Berroth
10citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
Disease-free survival as a surrogate for overall survival in neoadjuvant trials of gastroesophageal adenocarcinoma: Pooled analysis of individual patient data from randomized controlled trials.2020 Journal of Clinical Oncology conference-abstract Medicine Esophageal Cancer Research and Treatment
Ulrich Ronellenfitsch, Katrin Jensen, Svenja Seide, Meinhard Kieser, Matthias Schwarzbach, Tracy E. Slanger, +10 more
1citations -
ZipGAN: Super-Resolution-based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more
0citations -
Hematopoietic stem cell transplantation for adolescents and adults with inborn errors of immunity: an EBMT IEWP study2022 Blood article Immunology and Microbiology Immunodeficiency and Autoimmune Disorders Open access
Michael H. Albert, Tiarlan Sirait, Dirk‐Jan Eikema, Katerina Bakunina, Claudia Wehr, Felipe Suárez, +63 more
56citations -
Implementation of Early Next-Generation Sequencing for Inborn Errors of Immunity: A Prospective Observational Cohort Study of Diagnostic Yield and Clinical Implications in Dutch Genome Diagnostic Centers2021 Frontiers in Immunology article Immunology and Microbiology Immunodeficiency and Autoimmune Disorders Open access
Kim Elsink, Manon M. H. Huibers, Iris H.I.M. Hollink, Annet Simons, Evelien Zonneveld‐Huijssoon, Lars T. van der Veken, +17 more
41citations