2026
A Regime-Aware Trajectory Prediction Framework for 1000+ Systems Biology Models
ICML 2026poster
Predicting long-horizon trajectories of biological dynamical systems remains challenging due to substantial system heterogeneity. Most existing machine learning approaches are system-specific, requiring retraining for each new system and exhibiting limited generalization across distinct biological r…