Ill-Conditioning in Dictionary-Based Dynamic-Equation Learning: A Systems Biology Case Study

Yuxiang Feng, Niall M Mangan, Manu Jayadharan

Data-driven discovery of governing equations from time-series data provides a powerful framework for understanding complex biological systems. Library-based approaches that use spa…