EPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization

This is like an AI-powered "weather simulator" for proteins: instead of predicting just one rigid protein shape, it learns to generate many plausible shapes that protein might adopt, guided by physics-like energy rules. Drug designers can then see the full range of conformations a protein might take, not just a single snapshot.