Role of Artificial Intelligence in Formulation Design

Author(s)	Ms. Namrata Bhelkar
Country	India
Abstract	Artificial Intelligence (AI) and Machine Learning (ML) are transforming pharmaceutical formulation design by improving innovation and efficiency. Meta-analyses show AI accelerates drug discovery and development timelines, enhances success rates in trials, and supports rational drug design, leading to safer and more effective therapies. AI/ML also optimize drug delivery systems, particularly in controlled-release formulations and nanoparticle-based carriers, by accurately predicting their physicochemical properties. Despite these advances, challenges such as limited data availability, regulatory hurdles, and ethical concerns remain. However, ongoing research and technological evolution suggest that AI and ML will continue to play a pivotal role in future pharmaceutical formulation development, ultimately improving healthcare outcomes.[
Keywords	AI, ML, pharmaceutical formulation, drug delivery, innovation
Field	Chemistry > Pharmacy
Published In	Volume 8, Issue 1, January-February 2026
Published On	2026-01-30
DOI	https://doi.org/10.36948/ijfmr.2026.v08i01.67247
Short DOI	https://doi.org/hbmv66

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