10.18710/ARTNTB Balakin, Boris Boris Balakin https://orcid.org/0000-0003-0560-6098 Western Norway University of Applied Sciences Saparbayeva, Nazerke Nazerke Saparbayeva Western Norway University of Applied Sciences DataverseNO 2024 Chemistry Engineering Computer and Information Science Physics CFD-DEM plugging clogging multiphase machine learning random forest Western Norway University of Applied Sciences Western Norway University of Applied Sciences Balakin, Boris Boris Balakin Western Norway University of Applied Sciences 2024-04-24 2024-05-03 2023-05-01/2024-03-01 simulation data;experimental data 10.1038/S41598-023-44202-7 10.3390/COMPUTATION12040067 10.18710/ARTNTB/BNV50C 10.18710/ARTNTB/Q7QFUC 10.18710/ARTNTB/8AE1FD 10.18710/ARTNTB/S9PC1A 10.18710/ARTNTB/OZ3C6J 10.18710/ARTNTB/AEPWIC 10.18710/ARTNTB/AZ7WDH 3030 2311123 19353 7492 7132 12546 6223 text/plain application/pdf text/x-python text/plain text/plain text/plain text/plain 1.0 Creative Commons CC0 1.0 Universal Public Domain Dedication. <p>This dataset contains model data for the CFD-DEM simulation of plugging in multiphase flows with cohesive particles. The main results available from the simulations are presented in the dataset together with the overall description of the model.</p> <p>The second model is the random forest-based machine learning (ML) routine trained using experiments and CFD-DEM simulations. The source of the ML model is provided together with the training dataset.</p> STAR-CCM+, 2210 r.17.06.007 Python, 3.10.12 Fundamental studies of plugging in multiphase flows with adhesive particles. Numerical series. Research Council of Norway 300286