Over the past few years, the adoption of machine learning (ML) techniques has rapidly
expanded across many fields of research including formulation science. At the same time …

During the development of a pharmaceutical formulation, a powerful tool is needed to extract
the key points from the complicated process parameters and material attributes. Artificial …

Lipid-based formulations, in particular supersaturated lipid-based formulations, are
important delivery approaches when formulating challenging compounds, as especially low …

The poor water solubility of active pharmaceutical ingredients (APIs) is a major challenge in
the pharmaceutical industry. Co-solvents are sometimes added to enhance drug dissolution …

Artificial intelligence is a rapidly expanding area of research, with the disruptive potential to
transform traditional approaches in the pharmaceutical industry, from drug discovery and …

Oral administration of drugs is preferred over other routes for several reasons: it is non-
invasive, easy to administer, and easy to store. However, drug formulation for oral …

Self-emulsifying drug delivery systems (SEDDS) are a well-established formulation strategy
for improving the oral bioavailability of poorly water-soluble drugs. Traditional development …

This study explores the research area of drug solubility in lipid excipients, an area
persistently complex despite recent advancements in understanding and predicting …

Over the last four decades, pharmaceutical companies' expenditures on research and
development have increased 51‐fold. During this same time, clinical success rates for new …

Co-milling is an effective technique for improving dissolution rate limited absorption
characteristics of poorly water-soluble drugs. However, there is a scarcity of models …