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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 -
Machine Learning-Based Prediction of in-Hospital Death for Patients with Takotsubo Syndrome: The InterTAK-ML Model2023 European Journal of Heart Failure article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access
Ovidio DE FILIPPO, Victoria L. Cammann, Corrado Pancotti, Davide Di Vece, Angelo Silverio, Victor Schweiger, +93 more
43citations -
Deductively coding psychosocial autopsy interview data using a few-shot learning large language model2025 Frontiers in Public Health article Social Sciences Computational and Text Analysis Methods Open access
Elias Balt, Salim Salmi, Sandjai Bhulai, Stefan Vrinzen, Merijn Eikelenboom, Renske Gilissen, +3 more
15citations -
Process model design for positive displacement compressors and their experimental validation: Comparison of Optimal Experimental Design and Machine Learning2023 International Journal of Refrigeration article Engineering Refrigeration and Air Conditioning Technologies
Christian Vering, Julian Möntenich, Martin Rätz, Tim Klebig, Rita Streblow, Dirk Müller
4citations -
Explicit learning stochastic model predictive control with general ambiguity sets in homogeneous charge compression ignition applications2026 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access
Xu Chen, Julian Bedei, Jakob Andert, Lorenz Dörschel, Heike Vallery
0citations -
Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data2025 Journal of Affective Disorders article Psychology Obsessive-Compulsive Spectrum Disorders Open access
Laurens A. van de Mortel, Willem B. Bruin, Pino Alonso, Sara Bertolín, Jamie D. Feusner, Joyce Y. Guo, +16 more
6citations -
Development of a machine‐learning model to identify the impacts of pesticides characteristics on soil microbial communities from high‐throughput sequencing data2022 Environmental Microbiology article Environmental Science Pesticide and Herbicide Environmental Studies Open access
Mingjing Ke, Nuohan Xu, Zhenyan Zhang, Danyan Qiu, Jian Kang, Tao Lu, +5 more
25citations -
Validation of a deep-learning segmentation model for adult and pediatric head and neck radiotherapy in different patient positions2023 Physics and Imaging in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Linda Chen, Patricia Platzer, Christian Reschl, Mansure Schafasand, Ankita Nachankar, C.L. Hajdusich, +4 more
3citations -
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access
Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more
64citations -
Defining textbook outcomes in surgery of perihilar cholangiocarcinoma: a machine-learning analytics model to select combined - short and long-term - predictors of optimal postoperative course
Rebecca Marino, Francesca Ratti, Pim B. Olthof, Johann Pratschke, Joris I. Erdmann, Ulf P. Neumann, +9 more
1citations