Machine Learning-Based Design of Lipid Nanoparticles for mRNA Delivery: A Review

Key Points

• The review highlights the potential of machine learning to enhance lipid nanoparticles for mRNA delivery, improving efficiency.
• Machine learning models are critical for predicting optimal lipid compositions that enhance mRNA delivery effectiveness.
• Observational analysis examines various computational approaches to lipid nanoparticle design, integrating multiple factors.
• This topic supports advancements in mRNA therapies, requiring further exploration for real-world applications.

Abstract