Synthetic Drug Dissolution Dataset for: Drug Delivery Analysis Using Explainable Machine Learning

Synthetic dataset of 2000 drug dissolution formulations generated programmatically using physics-informed methods, as described in the associated manuscript. The dataset encompasses 21 APIs, 61 polymers, and three release modalities (immediate, sustained, and delayed release). Gaussian measurement noise (±2–5%) and monotonicity constraints were enforced. Associated manuscript: "Drug Delivery Analysis Using Explainable Machine Learning: An In-Silico Framework Integrating Synthetic Data Augmentation, Weibull Kinetic Modeling, and Traditional Method Comparison.