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1. VOF-DEM-Solvers VOF-DEM-Solvers Public

   Unresolved CFD–DEM VOF solvers (PISO/PIMPLE) in CFDEMproject for multiphase fluid–particle injection and displacement with experimental validation.

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2. VOF-DEM-FDM-Solver VOF-DEM-FDM-Solver Public

   cfdemSolverIB_VOF is a resolved IB/Fictitious Domain–VOF CFD–DEM solver developed as an extension to OpenFOAM/CFDEM libraries for multiphase flow with deformable granular solids, validated against …

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3. MachineLearning-CFD-DEM MachineLearning-CFD-DEM Public

   Runtime ANN drag prediction for CFDEM/OpenFOAM—trained on fine‑mesh data using fluid/particle velocities and void fraction—boosts coarse‑mesh CFD‑DEM fidelity

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4. Data-Augmentation Data-Augmentation Public

   Benchmarks CNNs on SAT‑6 and UCMerced, showing CCSIM (cross‑correlation–based) augmentation outperforms generic transforms, boosting accuracy up to 23.6% (SAT‑6) and 14% (UCMerced).

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5. Geospatial-ML Geospatial-ML Public

   End‑to‑end ML pipeline that produces the first global map of land‑subsidence rates, built from 46k+ labeled points with 23 predictors, estimating >6.3 M km² affected, including 231k km² of urban/de…

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