Iterative application of the cycle on the 10-analog generation model showed further improvements in model accuracy (Supplementary Figure ). Comprehensive visualizations of the model's improvement and chemical space exploration are provided in Supplementary Information Section 5, including t-SNE plots and examples of molecules from different weight ranges and their generated analogs.