Generative Model for Synthesizing Ionizable Lipids: A Monte Carlo Tree
Search Approach
Generative Model for Synthesizing Ionizable Lipids: A Monte Carlo Tree
Search Approach
Ionizable lipids are essential in developing lipid nanoparticles (LNPs) for effective messenger RNA (mRNA) delivery. While traditional methods for designing new ionizable lipids are typically time-consuming, deep generative models have emerged as a powerful solution, significantly accelerating the molecular discovery process. However, a practical challenge arises as the molecular structures …