Workshop B – Innovating Lipid & Polymer Chemistry with AI to Navigate the Design Space & Revolutionize Delivery Systems for Precision & Scalability
Time: 1:00 pm
day: Pre-Conference Workshop Day
Details:
The vast design space available for lipid and polymer-based delivery systems expanded by the variability in chemistry and nanoparticle compositions presents challenges in creating tailored nanoparticles. This workshop will delve into how innovations in lipid and polymer chemistry, and computational screening can streamline this complexity. Thus, enabling the discovery of nanoparticles with properties optimized for specific modalities, diseases, and organs. Participants will explore strategies to develop “programmable” nanoparticles for more precise and efficient therapeutic delivery.
Key Takeaways
- Streamlining the vast design space of lipid and polymer nanoparticles by identifying optimal combinations, ratios and structures tailored for specific therapeutic applications
- Utilizing AI-driven computational screening to predict nanoparticle properties, cut down noise from impurities and accelerate the discovery of next-gen delivery systems
- Engineering modality-specific LNP platforms with properties fine-tuned for targeted delivery to specific diseases, organs or tissues
- Optimizing structure-function relationships to create reliable, translatable and clinically compliant delivery systems for therapeutic success
