Nature

Computational intelligence modeling of hyoscine drug solubility and solvent density in supercritical processing: gradient boosting, extra trees, and random forest models

The poor water solubility of newly discovered medicines has been a major issue for pharmaceutical industry, and various techniques have been explored and developed to enhance the solubility of drugs ...
Nature

Ensemble learning for air quality index prediction: integrating gradient boosting, XGBoost, and stacking with SHAP-based interpretability

One of the most burning environmental issues of the present time has been air pollution. In the twenty-first century, air pollution represents a major menace to the developed and developing countries.