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External validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on abdominal CT images2024 British Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Bibi Martens, Ross Dean Dolan, Adam S. Bryce, +23 more
22citations -
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model2022 Probabilistic Engineering Mechanics article Engineering Additive Manufacturing Materials and Processes Open access
Thinh Quy Duc Pham, Truong‐Vinh Hoang, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken
20citations -
Integration of Deep Learning and Nonlinear Model Predictive Control for Emission Reduction of Compression Ignition Combustion Engines : A Simulation Study2022 RWTH Publications (RWTH Aachen) preprint Engineering Advanced Control Systems Optimization Open access
Armin Norouzi, Saeid Shahpouri, Eugen Nuss, Dirk Abel, Jakob Andert, Mahdi Shahbakhti, +1 more
2citations -
Data Harmonization and Federated Learning for Multi-Cohort Dementia Research Using the OMOP Common Data Model: A Netherlands Consortium of Dementia Cohorts Case Study2024 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access
Pedro da Costa Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +10 more
0citations -
Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
K Derzsi, Florian Stinner, L Patrun, Jonas Klingebiel, Dirk Müller
1citations -
Toward an Integrated Machine Learning Model of a Proteomics Experiment2023 Journal of Proteome Research article Chemistry Advanced Proteomics Techniques and Applications Open access
Benjamin A. Neely, Viktoria Dorfer, Lennart Martens, Isabell Bludau, Robbin Bouwmeester, Sven Degroeve, +12 more
74citations -
A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials2023 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow Open access
Mohamad Chaaban, Yousef Heider, WaiChing Sun, Bernd A. Markert
21citations -
Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Lasse Torben Keetz, Kristoffer Aalstad, Rosie A. Fisher, Christian Poppe Terán, Bibi S. Naz, Norbert Pirk, +2 more
16citations -
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Thomas Storek, Asad Esmailzadeh, Phlipp Mehrfeld, Markus Schumacher, Marc Baranski, Dirk Müller
3citations