2025
Boosting Protein Graph Representations through Static-Dynamic Fusion
ICML 2025poster
Machine learning for protein modeling faces significant challenges due to proteins' inherently dynamic nature, yet most graph-based machine learning methods rely solely on static structural information. Recently, the growing availability of molecular dynamics trajectories provides new opportunities…