Topological Risk Measure

Topological Risk Measure is a time series risk assessment method based on topological data analysis, aiming to quantify potential risks in the dynamic changes of a system by capturing its high-dimensional structural characteristics. This method can effectively identify abnormal patterns and structural mutations in time series, providing scientific support for risk management in fields such as finance, healthcare, and industry.