🎉 Our work HydrogelFinder (A Foundation Model for Efficient Self-Assembling Peptide Discovery Guided by Non-Peptidal Small Molecules) is accepted to Advanced Science. By leveraging non-peptidal small molecules to guide chemical space exploration, we’ve achieved a rapid 19-day workflow from generation to wet-lab validation. 🧪 Our model successfully identified 9 novel self-assembling peptides (1-10 amino acids), including the shortest lipid-peptide documented to date.