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Stability & Shelf-Life Enhancement

Stability & Shelf-Life Enhancement

Degradation Prediction

AI algorithms forecast potential risks like oxidation, aggregation, and leakage, aiding in the selection of suitable antioxidants, cryoprotectants, and coating materials.

Environmental Stress Simulations

AI-driven models predict how liposomal formulations respond to storage conditions such as heat, light, and humidity, ensuring long-term stability.