A Computational Workflow to Study Particle Transport in Porous Media: Coupling CFD and Deep Learning
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Elsevier
Reference5 articles.
1. Machine Learning of Molecular Classification and Quantum Mechanical Calculations;Chang,2019
2. The Unreasonable Effectiveness of Equations: Advanced Modeling For Biopharmaceutical Process Development;Rolandi,2019
3. Recirculation zones induce non-Fickian transport in three-dimensional periodic porous media;Crevacore;Physical Review E,2016
4. Microscale simulation of particle deposition in porous media;Boccardo;Journal of colloid and interface science,2014
5. Coupling CFD and Machine Learning: two case studies in process engineering;Marcato,2019
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1. Sliced Wasserstein Distance-Guided Three-Dimensional Porous Media Reconstruction Based on Cycle-Consistent Adversarial Network and Few-Shot Learning;Transport in Porous Media;2024-07-02
2. Prediction of local concentration fields in porous media with chemical reaction using a multi scale convolutional neural network;Chemical Engineering Journal;2023-01
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4. From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media;Industrial & Engineering Chemistry Research;2022-03-25
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