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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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2 results for “Desalination”

Prediction of Porosity and Permeability Alteration based on Machine Learning Algorithmscs.LG

Machine learning predicts rock properties from routine core analysis.

problem Predict rock properties like porosity and permeability from routine core analysis.

method Developed and compared machine learning models (NN, SVM, LR).

result Neural network with hidden layers best for all rock properties.

Machine Learning Porosity Permeability Desalination Rock Properties

2019-02-18abs ↗pdf ↗

Reconstruction and analysis of negatively buoyant jets with interpretable machine learningcs.LG

Machine learning models predict the behavior of negatively buoyant jets from wastewater.

problem Minimizing harmful effects of negatively buoyant jets during wastewater discharge.

method Training machine learning models (ANN, XGBoost, CatBoost, LightGBM) on OpenFOAM simulations and experimental data.

result Artificial Neural Network provided the best prediction with R2 0.98 and RMSE 0.28.

machine learning buoyant jets wastewater desalination SHAP

2022-11-10abs ↗pdf ↗